Overview

Dataset info

Number of variables153
Number of observations130157
Missing cells5732156 (28.8%)
Duplicate rows0 (0.0%)
Total size in memory195.0 MiB
Average record size in memory1.5 KiB

Variables types

NUM131
BOOL15
CAT7

Reproduction info

Date of analysis2021-02-09 12:21:02.255630
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

age has 4988 (3.8%) missing values Missing
albumin_apache has 78163 (60.1%) missing values Missing
apache_2_diagnosis has 1685 (1.3%) missing values Missing
bilirubin_apache has 82560 (63.4%) missing values Missing
bmi has 4490 (3.4%) missing values Missing
d1_albumin_max has 71406 (54.9%) missing values Missing
d1_albumin_min has 71406 (54.9%) missing values Missing
d1_arterial_pco2_max has 84461 (64.9%) missing values Missing
d1_arterial_pco2_min has 84461 (64.9%) missing values Missing
d1_arterial_ph_max has 84807 (65.2%) missing values Missing
d1_arterial_ph_min has 84807 (65.2%) missing values Missing
d1_arterial_po2_max has 84010 (64.5%) missing values Missing
d1_arterial_po2_min has 84010 (64.5%) missing values Missing
d1_bilirubin_max has 76735 (59.0%) missing values Missing
d1_bilirubin_min has 76735 (59.0%) missing values Missing
d1_bun_max has 13734 (10.6%) missing values Missing
d1_bun_min has 13734 (10.6%) missing values Missing
d1_calcium_max has 16692 (12.8%) missing values Missing
d1_calcium_min has 16692 (12.8%) missing values Missing
d1_diasbp_invasive_max has 95068 (73.0%) missing values Missing
d1_diasbp_invasive_min has 95068 (73.0%) missing values Missing
d1_diasbp_noninvasive_max has 1636 (1.3%) missing values Missing
d1_diasbp_noninvasive_min has 1636 (1.3%) missing values Missing
d1_glucose_max has 8243 (6.3%) missing values Missing
d1_hco3_max has 20047 (15.4%) missing values Missing
d1_hco3_min has 20047 (15.4%) missing values Missing
d1_hemaglobin_max has 16232 (12.5%) missing values Missing
d1_hemaglobin_min has 16232 (12.5%) missing values Missing
d1_hematocrit_max has 15588 (12.0%) missing values Missing
d1_hematocrit_min has 15588 (12.0%) missing values Missing
d1_inr_max has 81213 (62.4%) missing values Missing
d1_inr_min has 81213 (62.4%) missing values Missing
d1_mbp_noninvasive_max has 2228 (1.7%) missing values Missing
d1_mbp_noninvasive_min has 2228 (1.7%) missing values Missing
d1_pao2fio2ratio_max has 93339 (71.7%) missing values Missing
d1_pao2fio2ratio_min has 93339 (71.7%) missing values Missing
d1_platelets_max has 18557 (14.3%) missing values Missing
d1_platelets_min has 18557 (14.3%) missing values Missing
d1_potassium_max has 12546 (9.6%) missing values Missing
d1_potassium_min has 12546 (9.6%) missing values Missing
d1_resprate_min has 5868 (4.5%) zeros Zeros
d1_sodium_max has 13270 (10.2%) missing values Missing
d1_sodium_min has 13270 (10.2%) missing values Missing
d1_sysbp_invasive_max has 95038 (73.0%) missing values Missing
d1_sysbp_invasive_min has 95038 (73.0%) missing values Missing
d1_sysbp_noninvasive_max has 1623 (1.2%) missing values Missing
d1_sysbp_noninvasive_min has 1623 (1.2%) missing values Missing
d1_temp_max has 4494 (3.5%) missing values Missing
d1_temp_min has 4494 (3.5%) missing values Missing
d1_wbc_max has 17429 (13.4%) missing values Missing
d1_wbc_min has 17429 (13.4%) missing values Missing
ethnicity has 1587 (1.2%) missing values Missing
gcs_eyes_apache has 2190 (1.7%) missing values Missing
gcs_motor_apache has 2190 (1.7%) missing values Missing
gcs_verbal_apache has 2190 (1.7%) missing values Missing
h1_arterial_pco2_max has 107666 (82.7%) missing values Missing
h1_arterial_pco2_min has 107666 (82.7%) missing values Missing
h1_arterial_ph_max has 107849 (82.9%) missing values Missing
h1_arterial_ph_min has 107849 (82.9%) missing values Missing
h1_arterial_po2_max has 107445 (82.6%) missing values Missing
h1_arterial_po2_min has 107445 (82.6%) missing values Missing
h1_bun_max has 104990 (80.7%) missing values Missing
h1_bun_min has 104990 (80.7%) missing values Missing
h1_calcium_max has 105921 (81.4%) missing values Missing
h1_calcium_min has 105921 (81.4%) missing values Missing
h1_creatinine_max has 104784 (80.5%) missing values Missing
h1_creatinine_min has 104784 (80.5%) missing values Missing
h1_diasbp_max has 5527 (4.2%) missing values Missing
h1_diasbp_min has 5527 (4.2%) missing values Missing
h1_diasbp_noninvasive_max has 11339 (8.7%) missing values Missing
h1_diasbp_noninvasive_min has 11339 (8.7%) missing values Missing
h1_glucose_max has 75073 (57.7%) missing values Missing
h1_glucose_min has 75073 (57.7%) missing values Missing
h1_hco3_max has 106395 (81.7%) missing values Missing
h1_hco3_min has 106395 (81.7%) missing values Missing
h1_heartrate_max has 4074 (3.1%) missing values Missing
h1_heartrate_min has 4074 (3.1%) missing values Missing
h1_hemaglobin_max has 102790 (79.0%) missing values Missing
h1_hemaglobin_min has 102790 (79.0%) missing values Missing
h1_hematocrit_max has 102956 (79.1%) missing values Missing
h1_hematocrit_min has 102956 (79.1%) missing values Missing
h1_inr_max has 81213 (62.4%) missing values Missing
h1_inr_min has 81213 (62.4%) missing values Missing
h1_mbp_max has 6530 (5.0%) missing values Missing
h1_mbp_min has 6530 (5.0%) missing values Missing
h1_mbp_noninvasive_max has 13297 (10.2%) missing values Missing
h1_mbp_noninvasive_min has 13297 (10.2%) missing values Missing
h1_pao2fio2ratio_max has 113397 (87.1%) missing values Missing
h1_pao2fio2ratio_min has 113397 (87.1%) missing values Missing
h1_platelets_max has 105729 (81.2%) missing values Missing
h1_platelets_min has 105729 (81.2%) missing values Missing
h1_potassium_max has 100821 (77.5%) missing values Missing
h1_potassium_min has 100821 (77.5%) missing values Missing
h1_resprate_max has 6454 (5.0%) missing values Missing
h1_resprate_min has 6454 (5.0%) missing values Missing
h1_sodium_max has 101781 (78.2%) missing values Missing
h1_sodium_min has 101781 (78.2%) missing values Missing
h1_spo2_max has 6242 (4.8%) missing values Missing
h1_spo2_min has 6242 (4.8%) missing values Missing
h1_sysbp_max has 5519 (4.2%) missing values Missing
h1_sysbp_min has 5519 (4.2%) missing values Missing
h1_sysbp_noninvasive_max has 11330 (8.7%) missing values Missing
h1_sysbp_noninvasive_min has 11330 (8.7%) missing values Missing
h1_temp_max has 29703 (22.8%) missing values Missing
h1_temp_min has 29703 (22.8%) missing values Missing
h1_wbc_max has 105986 (81.4%) missing values Missing
h1_wbc_min has 105986 (81.4%) missing values Missing
height has 2077 (1.6%) missing values Missing
hematocrit_apache has 26758 (20.6%) missing values Missing
hospital_admit_source has 33198 (25.5%) missing values Missing
pao2_apache has 99720 (76.6%) missing values Missing
pre_icu_los_days has 5364 (4.1%) zeros Zeros
readmission_status has constant value "0" Rejected
sodium_apache has 24519 (18.8%) missing values Missing
temp_apache has 6611 (5.1%) missing values Missing
wbc_apache has 29475 (22.6%) missing values Missing
weight has 3463 (2.7%) missing values Missing
d1_albumin_max is highly correlated with albumin_apache and 1 other fieldsHigh Correlation
albumin_apache is highly correlated with d1_albumin_max and 1 other fieldsHigh Correlation
d1_albumin_min is highly correlated with albumin_apache and 1 other fieldsHigh Correlation
d1_bilirubin_max is highly correlated with bilirubin_apache and 1 other fieldsHigh Correlation
bilirubin_apache is highly correlated with d1_bilirubin_max and 1 other fieldsHigh Correlation
d1_bilirubin_min is highly correlated with bilirubin_apache and 1 other fieldsHigh Correlation
d1_bun_min is highly correlated with d1_bun_max and 2 other fieldsHigh Correlation
d1_bun_max is highly correlated with d1_bun_min and 2 other fieldsHigh Correlation
d1_diasbp_noninvasive_max is highly correlated with d1_diasbp_maxHigh Correlation
d1_diasbp_max is highly correlated with d1_diasbp_noninvasive_maxHigh Correlation
d1_diasbp_noninvasive_min is highly correlated with d1_diasbp_minHigh Correlation
d1_diasbp_min is highly correlated with d1_diasbp_noninvasive_minHigh Correlation
d1_hematocrit_max is highly correlated with d1_hemaglobin_max and 3 other fieldsHigh Correlation
d1_hemaglobin_max is highly correlated with d1_hematocrit_max and 1 other fieldsHigh Correlation
d1_hematocrit_min is highly correlated with d1_hemaglobin_min and 1 other fieldsHigh Correlation
d1_hemaglobin_min is highly correlated with d1_hematocrit_min and 1 other fieldsHigh Correlation
d1_mbp_noninvasive_max is highly correlated with d1_mbp_maxHigh Correlation
d1_mbp_max is highly correlated with d1_mbp_noninvasive_maxHigh Correlation
d1_mbp_noninvasive_min is highly correlated with d1_mbp_minHigh Correlation
d1_mbp_min is highly correlated with d1_mbp_noninvasive_minHigh Correlation
d1_platelets_min is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
d1_platelets_max is highly correlated with d1_platelets_min and 2 other fieldsHigh Correlation
d1_sysbp_noninvasive_max is highly correlated with d1_sysbp_maxHigh Correlation
d1_sysbp_max is highly correlated with d1_sysbp_noninvasive_maxHigh Correlation
d1_sysbp_noninvasive_min is highly correlated with d1_sysbp_minHigh Correlation
d1_sysbp_min is highly correlated with d1_sysbp_noninvasive_minHigh Correlation
d1_wbc_min is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
d1_wbc_max is highly correlated with d1_wbc_min and 3 other fieldsHigh Correlation
elective_surgery is highly correlated with apache_post_operativeHigh Correlation
apache_post_operative is highly correlated with elective_surgeryHigh Correlation
h1_arterial_pco2_max is highly correlated with d1_arterial_pco2_max and 1 other fieldsHigh Correlation
d1_arterial_pco2_max is highly correlated with h1_arterial_pco2_maxHigh Correlation
h1_arterial_pco2_min is highly correlated with h1_arterial_pco2_maxHigh Correlation
h1_arterial_ph_min is highly correlated with h1_arterial_ph_maxHigh Correlation
h1_arterial_ph_max is highly correlated with h1_arterial_ph_minHigh Correlation
h1_bun_max is highly correlated with d1_bun_max and 2 other fieldsHigh Correlation
h1_bun_min is highly correlated with d1_bun_max and 2 other fieldsHigh Correlation
h1_calcium_min is highly correlated with h1_calcium_maxHigh Correlation
h1_calcium_max is highly correlated with h1_calcium_minHigh Correlation
h1_creatinine_min is highly correlated with h1_creatinine_maxHigh Correlation
h1_creatinine_max is highly correlated with h1_creatinine_minHigh Correlation
h1_diasbp_noninvasive_max is highly correlated with h1_diasbp_maxHigh Correlation
h1_diasbp_max is highly correlated with h1_diasbp_noninvasive_maxHigh Correlation
h1_diasbp_noninvasive_min is highly correlated with h1_diasbp_minHigh Correlation
h1_diasbp_min is highly correlated with h1_diasbp_noninvasive_minHigh Correlation
h1_glucose_min is highly correlated with h1_glucose_maxHigh Correlation
h1_glucose_max is highly correlated with h1_glucose_minHigh Correlation
h1_hco3_max is highly correlated with d1_hco3_min and 1 other fieldsHigh Correlation
d1_hco3_min is highly correlated with h1_hco3_max and 1 other fieldsHigh Correlation
h1_hco3_min is highly correlated with d1_hco3_min and 1 other fieldsHigh Correlation
h1_hemaglobin_max is highly correlated with d1_hemaglobin_max and 3 other fieldsHigh Correlation
h1_hemaglobin_min is highly correlated with h1_hemaglobin_max and 2 other fieldsHigh Correlation
h1_hematocrit_max is highly correlated with d1_hematocrit_max and 3 other fieldsHigh Correlation
h1_hematocrit_min is highly correlated with d1_hematocrit_max and 3 other fieldsHigh Correlation
h1_inr_max is highly correlated with d1_inr_maxHigh Correlation
d1_inr_max is highly correlated with h1_inr_maxHigh Correlation
h1_inr_min is highly correlated with d1_inr_minHigh Correlation
d1_inr_min is highly correlated with h1_inr_minHigh Correlation
h1_mbp_noninvasive_max is highly correlated with h1_mbp_maxHigh Correlation
h1_mbp_max is highly correlated with h1_mbp_noninvasive_maxHigh Correlation
h1_mbp_noninvasive_min is highly correlated with h1_mbp_minHigh Correlation
h1_mbp_min is highly correlated with h1_mbp_noninvasive_minHigh Correlation
h1_pao2fio2ratio_min is highly correlated with h1_pao2fio2ratio_maxHigh Correlation
h1_pao2fio2ratio_max is highly correlated with h1_pao2fio2ratio_minHigh Correlation
h1_platelets_max is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
h1_platelets_min is highly correlated with d1_platelets_max and 2 other fieldsHigh Correlation
h1_potassium_min is highly correlated with h1_potassium_maxHigh Correlation
h1_potassium_max is highly correlated with h1_potassium_minHigh Correlation
h1_sodium_min is highly correlated with d1_sodium_min and 1 other fieldsHigh Correlation
d1_sodium_min is highly correlated with h1_sodium_min and 1 other fieldsHigh Correlation
h1_sodium_max is highly correlated with h1_sodium_minHigh Correlation
h1_sysbp_noninvasive_max is highly correlated with h1_sysbp_maxHigh Correlation
h1_sysbp_max is highly correlated with h1_sysbp_noninvasive_maxHigh Correlation
h1_sysbp_noninvasive_min is highly correlated with h1_sysbp_minHigh Correlation
h1_sysbp_min is highly correlated with h1_sysbp_noninvasive_minHigh Correlation
h1_wbc_max is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
h1_wbc_min is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation
hematocrit_apache is highly correlated with d1_hemaglobin_min and 2 other fieldsHigh Correlation
sodium_apache is highly correlated with d1_sodium_minHigh Correlation
wbc_apache is highly correlated with d1_wbc_max and 1 other fieldsHigh Correlation

Variables

age
Real number (ℝ≥0)

MISSING
Distinct count76
Unique (%)0.1%
Missing4988
Missing (%)3.8%
Infinite0
Infinite (%)0.0%
Mean61.99510262125606
Minimum0.0
Maximum89.0
Zeros30
Zeros (%)< 0.1%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile28
Q152
median64
Q375
95-th percentile86
Maximum89
Range89
Interquartile range (IQR)23

Descriptive statistics

Standard deviation16.82287976
Coefficient of variation (CV)0.2713582049
Kurtosis-0.2134953467
Mean61.99510262
Median Absolute Deviation (MAD)13.57993823
Skewness-0.6084364088
Sum7759865
Variance283.0092835
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
67 3229 2.5%
 
68 3065 2.4%
 
71 3060 2.4%
 
72 2995 2.3%
 
66 2977 2.3%
 
65 2909 2.2%
 
63 2885 2.2%
 
70 2848 2.2%
 
62 2790 2.1%
 
73 2766 2.1%
 
Other values (65) 95645 73.5%
 
(Missing) 4988 3.8%
 
ValueCountFrequency (%) 
0 30 < 0.1%
 
16 85 0.1%
 
17 180 0.1%
 
18 377 0.3%
 
19 490 0.4%
 
ValueCountFrequency (%) 
89 1326 1.0%
 
88 1501 1.2%
 
87 1723 1.3%
 
86 1827 1.4%
 
85 1953 1.5%
 

aids
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
130023
1
 
134
ValueCountFrequency (%) 
0 130023 99.9%
 
1 134 0.1%
 

albumin_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count37
Unique (%)< 0.1%
Missing78163
Missing (%)60.1%
Infinite0
Infinite (%)0.0%
Mean2.8861491710581997
Minimum1.2
Maximum4.6
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile1.7
Q12.4
median2.9
Q33.4
95-th percentile4
Maximum4.6
Range3.4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6898123724
Coefficient of variation (CV)0.2390078723
Kurtosis-0.4045227618
Mean2.886149171
Median Absolute Deviation (MAD)0.5586433917
Skewness-0.0901636949
Sum150062.44
Variance0.4758411091
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.1 2978 2.3%
 
3 2920 2.2%
 
2.9 2917 2.2%
 
2.8 2867 2.2%
 
3.2 2772 2.1%
 
2.7 2635 2.0%
 
3.3 2593 2.0%
 
2.6 2534 1.9%
 
2.5 2384 1.8%
 
3.4 2269 1.7%
 
Other values (26) 25125 19.3%
 
(Missing) 78163 60.1%
 
ValueCountFrequency (%) 
1.2 476 0.4%
 
1.3 246 0.2%
 
1.4 315 0.2%
 
1.5 463 0.4%
 
1.6 662 0.5%
 
ValueCountFrequency (%) 
4.6 186 0.1%
 
4.5 155 0.1%
 
4.4 240 0.2%
 
4.3 374 0.3%
 
4.2 500 0.4%
 

apache_2_diagnosis
Real number (ℝ≥0)

MISSING
Distinct count45
Unique (%)< 0.1%
Missing1685
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean185.4926832305872
Minimum101.0
Maximum308.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum101
5-th percentile106
Q1113
median122
Q3301
95-th percentile307
Maximum308
Range207
Interquartile range (IQR)188

Descriptive statistics

Standard deviation85.85820826
Coefficient of variation (CV)0.4628657409
Kurtosis-1.582310961
Mean185.4926832
Median Absolute Deviation (MAD)80.36146136
Skewness0.5053188365
Sum23830616
Variance7371.631926
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
113 16402 12.6%
 
301 9858 7.6%
 
302 8904 6.8%
 
112 5981 4.6%
 
308 5855 4.5%
 
124 5548 4.3%
 
117 5290 4.1%
 
122 5206 4.0%
 
303 5072 3.9%
 
304 4594 3.5%
 
Other values (34) 55762 42.8%
 
ValueCountFrequency (%) 
101 605 0.5%
 
102 2631 2.0%
 
103 487 0.4%
 
104 580 0.4%
 
105 1369 1.1%
 
ValueCountFrequency (%) 
308 5855 4.5%
 
307 2629 2.0%
 
306 830 0.6%
 
305 3111 2.4%
 
304 4594 3.5%
 

apache_3j_diagnosis
Real number (ℝ≥0)

Distinct count401
Unique (%)0.3%
Missing865
Missing (%)0.7%
Infinite0
Infinite (%)0.0%
Mean565.9942960894721
Minimum0.01
Maximum2201.05
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.01
5-th percentile104.01
Q1204.01
median409.02
Q3703.03
95-th percentile1503.02
Maximum2201.05
Range2201.04
Interquartile range (IQR)499.02

Descriptive statistics

Standard deviation466.5108501
Coefficient of variation (CV)0.8242324231
Kurtosis-0.03860852505
Mean565.9942961
Median Absolute Deviation (MAD)377.1550761
Skewness0.997748336
Sum73178534.53
Variance217632.3733
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
501.05 6180 4.7%
 
107.01 5981 4.6%
 
403.01 5427 4.2%
 
106.01 5290 4.1%
 
703.03 4191 3.2%
 
104.01 4029 3.1%
 
1207.01 3935 3.0%
 
502.01 3829 2.9%
 
102.01 3272 2.5%
 
702.01 2918 2.2%
 
Other values (390) 84240 64.7%
 
ValueCountFrequency (%) 
0.01 2 < 0.1%
 
0.02 1 < 0.1%
 
0.03 1 < 0.1%
 
0.04 5 < 0.1%
 
0.06 2 < 0.1%
 
ValueCountFrequency (%) 
2201.05 86 0.1%
 
2201.04 6 < 0.1%
 
2201.03 14 < 0.1%
 
2201.02 16 < 0.1%
 
2201.01 24 < 0.1%
 

apache_post_operative
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
103200
1
26957
ValueCountFrequency (%) 
0 103200 79.3%
 
1 26957 20.7%
 

arf_apache
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
126513
1
 
3644
ValueCountFrequency (%) 
0 126513 97.2%
 
1 3644 2.8%
 

bilirubin_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count586
Unique (%)0.5%
Missing82560
Missing (%)63.4%
Infinite0
Infinite (%)0.0%
Mean1.2012217156543479
Minimum0.1
Maximum60.2
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.1
5-th percentile0.2
Q10.4
median0.7
Q31.1
95-th percentile3.5
Maximum60.2
Range60.1
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation2.351993609
Coefficient of variation (CV)1.95800124
Kurtosis103.503735
Mean1.201221716
Median Absolute Deviation (MAD)0.9592154964
Skewness8.611120187
Sum57174.55
Variance5.531873936
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 5630 4.3%
 
0.5 5334 4.1%
 
0.3 4738 3.6%
 
0.6 4539 3.5%
 
0.7 3773 2.9%
 
0.8 3125 2.4%
 
0.9 2406 1.8%
 
0.2 2321 1.8%
 
1 2003 1.5%
 
1.1 1487 1.1%
 
Other values (575) 12241 9.4%
 
(Missing) 82560 63.4%
 
ValueCountFrequency (%) 
0.1 291 0.2%
 
0.12 1 < 0.1%
 
0.13 2 < 0.1%
 
0.14 4 < 0.1%
 
0.15 3 < 0.1%
 
ValueCountFrequency (%) 
60.2 1 < 0.1%
 
51 1 < 0.1%
 
50.9 1 < 0.1%
 
48 1 < 0.1%
 
43.8 1 < 0.1%
 

bmi
Real number (ℝ≥0)

MISSING
Distinct count41454
Unique (%)31.8%
Missing4490
Missing (%)3.4%
Infinite0
Infinite (%)0.0%
Mean29.110259530570634
Minimum14.84492591
Maximum67.81498973
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum14.84492591
5-th percentile18.83598172
Q123.59800638
median27.56474901
Q332.80312683
95-th percentile44.42591288
Maximum67.81498973
Range52.97006382
Interquartile range (IQR)9.20512045

Descriptive statistics

Standard deviation8.262775622
Coefficient of variation (CV)0.2838441071
Kurtosis3.541898929
Mean29.11025953
Median Absolute Deviation (MAD)6.096214296
Skewness1.468454836
Sum3658198.984
Variance68.27346099
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
67.81498973 629 0.5%
 
14.84492591 627 0.5%
 
28.69087371 114 0.1%
 
24.20811 113 0.1%
 
24.01776785 113 0.1%
 
27.35933163 113 0.1%
 
23.29590458 108 0.1%
 
25.81229652 106 0.1%
 
29.049732 105 0.1%
 
22.60610272 104 0.1%
 
Other values (41443) 123535 94.9%
 
(Missing) 4490 3.4%
 
ValueCountFrequency (%) 
14.84492591 627 0.5%
 
14.84526746 1 < 0.1%
 
14.84603614 1 < 0.1%
 
14.85801788 1 < 0.1%
 
14.86419531 1 < 0.1%
 
ValueCountFrequency (%) 
67.81498973 629 0.5%
 
67.81263563 1 < 0.1%
 
67.7978059 2 < 0.1%
 
67.78345128 1 < 0.1%
 
67.77927558 1 < 0.1%
 

cirrhosis
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
128064
1
 
2093
ValueCountFrequency (%) 
0 128064 98.4%
 
1 2093 1.6%
 

d1_albumin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count41
Unique (%)< 0.1%
Missing71406
Missing (%)54.9%
Infinite0
Infinite (%)0.0%
Mean2.9526731459890048
Minimum1.2
Maximum4.6
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile1.8
Q12.5
median3
Q33.4
95-th percentile4
Maximum4.6
Range3.4
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.675605836
Coefficient of variation (CV)0.2288115896
Kurtosis-0.3455112864
Mean2.952673146
Median Absolute Deviation (MAD)0.5480429336
Skewness-0.1806672
Sum173472.5
Variance0.4564432457
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.1 3371 2.6%
 
3 3335 2.6%
 
3.2 3313 2.5%
 
2.9 3248 2.5%
 
3.3 3174 2.4%
 
2.8 3123 2.4%
 
3.4 3042 2.3%
 
2.7 2901 2.2%
 
3.5 2825 2.2%
 
2.6 2669 2.1%
 
Other values (30) 27750 21.3%
 
(Missing) 71406 54.9%
 
ValueCountFrequency (%) 
1.2 472 0.4%
 
1.3 198 0.2%
 
1.4 268 0.2%
 
1.5 424 0.3%
 
1.6 529 0.4%
 
ValueCountFrequency (%) 
4.6 235 0.2%
 
4.5 178 0.1%
 
4.4 286 0.2%
 
4.3 439 0.3%
 
4.2 591 0.5%
 

d1_albumin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count39
Unique (%)< 0.1%
Missing71406
Missing (%)54.9%
Infinite0
Infinite (%)0.0%
Mean2.883073479600347
Minimum1.1
Maximum4.5
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile1.7
Q12.4
median2.9
Q33.4
95-th percentile4
Maximum4.5
Range3.4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6798076714
Coefficient of variation (CV)0.235792697
Kurtosis-0.3509226281
Mean2.88307348
Median Absolute Deviation (MAD)0.5510594383
Skewness-0.1922043851
Sum169383.45
Variance0.4621384702
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3 3346 2.6%
 
3.1 3344 2.6%
 
2.9 3313 2.5%
 
2.8 3209 2.5%
 
3.2 3206 2.5%
 
3.3 3031 2.3%
 
2.7 2974 2.3%
 
3.4 2853 2.2%
 
2.6 2788 2.1%
 
3.5 2603 2.0%
 
Other values (28) 28084 21.6%
 
(Missing) 71406 54.9%
 
ValueCountFrequency (%) 
1.1 441 0.3%
 
1.2 197 0.2%
 
1.3 254 0.2%
 
1.4 353 0.3%
 
1.5 518 0.4%
 
ValueCountFrequency (%) 
4.5 250 0.2%
 
4.4 216 0.2%
 
4.3 357 0.3%
 
4.2 480 0.4%
 
4.1 700 0.5%
 

d1_arterial_pco2_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count862
Unique (%)0.7%
Missing84461
Missing (%)64.9%
Infinite0
Infinite (%)0.0%
Mean45.341451111694674
Minimum18.4
Maximum111.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum18.4
5-th percentile27.6
Q136.2
median42.9
Q350
95-th percentile75
Maximum111
Range92.6
Interquartile range (IQR)13.8

Descriptive statistics

Standard deviation14.62377485
Coefficient of variation (CV)0.3225255145
Kurtosis3.694898087
Mean45.34145111
Median Absolute Deviation (MAD)10.35260008
Skewness1.58266593
Sum2071922.95
Variance213.8547908
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
40 1131 0.9%
 
42 1130 0.9%
 
44 1112 0.9%
 
43 1106 0.8%
 
41 1091 0.8%
 
39 1060 0.8%
 
45 1050 0.8%
 
38 1040 0.8%
 
46 992 0.8%
 
47 931 0.7%
 
Other values (851) 35053 26.9%
 
(Missing) 84461 64.9%
 
ValueCountFrequency (%) 
18.4 242 0.2%
 
18.5 3 < 0.1%
 
18.6 1 < 0.1%
 
18.7 3 < 0.1%
 
18.8 3 < 0.1%
 
ValueCountFrequency (%) 
111 218 0.2%
 
110.5 1 < 0.1%
 
110 5 < 0.1%
 
109.7 2 < 0.1%
 
109.1 1 < 0.1%
 

d1_arterial_pco2_min
Real number (ℝ≥0)

MISSING
Distinct count697
Unique (%)0.5%
Missing84461
Missing (%)64.9%
Infinite0
Infinite (%)0.0%
Mean38.53558705357142
Minimum14.9
Maximum85.912
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum14.9
5-th percentile23.9
Q132
median37
Q343
95-th percentile59.8
Maximum85.912
Range71.012
Interquartile range (IQR)11

Descriptive statistics

Standard deviation10.99625378
Coefficient of variation (CV)0.2853532183
Kurtosis2.874371534
Mean38.53558705
Median Absolute Deviation (MAD)7.959763972
Skewness1.222286547
Sum1760922.186
Variance120.9175973
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
38 1408 1.1%
 
35 1349 1.0%
 
37 1344 1.0%
 
36 1325 1.0%
 
39 1247 1.0%
 
34 1219 0.9%
 
33 1205 0.9%
 
40 1150 0.9%
 
41 1107 0.9%
 
32 1092 0.8%
 
Other values (686) 33250 25.5%
 
(Missing) 84461 64.9%
 
ValueCountFrequency (%) 
14.9 230 0.2%
 
15 36 < 0.1%
 
15.1 5 < 0.1%
 
15.2 9 < 0.1%
 
15.3 3 < 0.1%
 
ValueCountFrequency (%) 
85.912 228 0.2%
 
85.9 1 < 0.1%
 
85.7 2 < 0.1%
 
85.6 1 < 0.1%
 
85.3 2 < 0.1%
 

d1_arterial_ph_max
Real number (ℝ≥0)

MISSING
Distinct count543
Unique (%)0.4%
Missing84807
Missing (%)65.2%
Infinite0
Infinite (%)0.0%
Mean7.387687327894156
Minimum7.05428
Maximum7.62
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum7.05428
5-th percentile7.24
Q17.34
median7.39
Q37.44
95-th percentile7.52
Maximum7.62
Range0.56572
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation0.08565115202
Coefficient of variation (CV)0.01159377058
Kurtosis1.673118373
Mean7.387687328
Median Absolute Deviation (MAD)0.06417766516
Skewness-0.6069419269
Sum335031.6203
Variance0.007336119843
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.4 1766 1.4%
 
7.38 1751 1.3%
 
7.39 1690 1.3%
 
7.41 1678 1.3%
 
7.42 1607 1.2%
 
7.37 1590 1.2%
 
7.36 1540 1.2%
 
7.43 1473 1.1%
 
7.44 1428 1.1%
 
7.35 1324 1.0%
 
Other values (532) 29503 22.7%
 
(Missing) 84807 65.2%
 
ValueCountFrequency (%) 
7.05428 269 0.2%
 
7.056 1 < 0.1%
 
7.058 1 < 0.1%
 
7.059 2 < 0.1%
 
7.06 21 < 0.1%
 
ValueCountFrequency (%) 
7.62 201 0.2%
 
7.619 1 < 0.1%
 
7.618 3 < 0.1%
 
7.617 2 < 0.1%
 
7.616 2 < 0.1%
 

d1_arterial_ph_min
Real number (ℝ≥0)

MISSING
Distinct count636
Unique (%)0.5%
Missing84807
Missing (%)65.2%
Infinite0
Infinite (%)0.0%
Mean7.322903469900771
Minimum6.89
Maximum7.557860000000001
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6.89
5-th percentile7.11
Q17.27
median7.34
Q37.398
95-th percentile7.472
Maximum7.55786
Range0.66786
Interquartile range (IQR)0.128

Descriptive statistics

Standard deviation0.111530397
Coefficient of variation (CV)0.01523035193
Kurtosis1.767592124
Mean7.32290347
Median Absolute Deviation (MAD)0.08339092587
Skewness-1.02813857
Sum332093.6724
Variance0.01243902946
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.34 1409 1.1%
 
7.35 1402 1.1%
 
7.36 1389 1.1%
 
7.33 1358 1.0%
 
7.38 1354 1.0%
 
7.37 1333 1.0%
 
7.32 1322 1.0%
 
7.39 1260 1.0%
 
7.31 1255 1.0%
 
7.3 1254 1.0%
 
Other values (625) 32014 24.6%
 
(Missing) 84807 65.2%
 
ValueCountFrequency (%) 
6.89 241 0.2%
 
6.892 2 < 0.1%
 
6.894 1 < 0.1%
 
6.897 1 < 0.1%
 
6.898 1 < 0.1%
 
ValueCountFrequency (%) 
7.55786 226 0.2%
 
7.557 1 < 0.1%
 
7.556 1 < 0.1%
 
7.555 1 < 0.1%
 
7.554 4 < 0.1%
 

d1_arterial_po2_max
Real number (ℝ≥0)

MISSING
Distinct count2547
Unique (%)2.0%
Missing84010
Missing (%)64.5%
Infinite0
Infinite (%)0.0%
Mean165.0038142241099
Minimum39.0
Maximum540.865
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum39
5-th percentile62
Q188
median127
Q3206
95-th percentile404.91
Maximum540.865
Range501.865
Interquartile range (IQR)118

Descriptive statistics

Standard deviation107.0840582
Coefficient of variation (CV)0.6489792897
Kurtosis1.569205822
Mean165.0038142
Median Absolute Deviation (MAD)82.34718259
Skewness1.455734724
Sum7614431.015
Variance11466.99551
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
82 359 0.3%
 
88 343 0.3%
 
81 340 0.3%
 
91 322 0.2%
 
78 317 0.2%
 
85 317 0.2%
 
77 315 0.2%
 
84 312 0.2%
 
83 310 0.2%
 
90 306 0.2%
 
Other values (2536) 42906 33.0%
 
(Missing) 84010 64.5%
 
ValueCountFrequency (%) 
39 245 0.2%
 
39.1 1 < 0.1%
 
39.3 2 < 0.1%
 
39.5 3 < 0.1%
 
40 26 < 0.1%
 
ValueCountFrequency (%) 
540.865 231 0.2%
 
540 1 < 0.1%
 
539.4 1 < 0.1%
 
539 4 < 0.1%
 
538 4 < 0.1%
 

d1_arterial_po2_min
Real number (ℝ≥0)

MISSING
Distinct count1884
Unique (%)1.4%
Missing84010
Missing (%)64.5%
Infinite0
Infinite (%)0.0%
Mean102.95747615229592
Minimum28.0
Maximum448.892
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum28
5-th percentile47.33
Q168
median85
Q3116.25
95-th percentile218
Maximum448.892
Range420.892
Interquartile range (IQR)48.25

Descriptive statistics

Standard deviation61.51435667
Coefficient of variation (CV)0.5974734324
Kurtosis9.756947392
Mean102.9574762
Median Absolute Deviation (MAD)40.3102821
Skewness2.726654012
Sum4751178.652
Variance3784.016077
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
71 614 0.5%
 
69 599 0.5%
 
68 573 0.4%
 
73 572 0.4%
 
70 570 0.4%
 
65 567 0.4%
 
75 556 0.4%
 
72 554 0.4%
 
77 554 0.4%
 
76 537 0.4%
 
Other values (1873) 40451 31.1%
 
(Missing) 84010 64.5%
 
ValueCountFrequency (%) 
28 265 0.2%
 
28.1 2 < 0.1%
 
28.3 1 < 0.1%
 
28.4 1 < 0.1%
 
28.6 2 < 0.1%
 
ValueCountFrequency (%) 
448.892 231 0.2%
 
448.2 1 < 0.1%
 
448 5 < 0.1%
 
447 1 < 0.1%
 
446 3 < 0.1%
 

d1_bilirubin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count594
Unique (%)0.5%
Missing76735
Missing (%)59.0%
Infinite0
Infinite (%)0.0%
Mean1.1913793942570476
Minimum0.2
Maximum60.2
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.2
Q10.4
median0.7
Q31.1
95-th percentile3.4
Maximum60.2
Range60
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation2.319164597
Coefficient of variation (CV)1.946621377
Kurtosis104.4954875
Mean1.191379394
Median Absolute Deviation (MAD)0.9433712573
Skewness8.653271987
Sum63645.87
Variance5.378524428
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 6440 4.9%
 
0.5 6072 4.7%
 
0.3 5370 4.1%
 
0.6 5136 3.9%
 
0.7 4243 3.3%
 
0.8 3476 2.7%
 
0.9 2724 2.1%
 
0.2 2694 2.1%
 
1 2233 1.7%
 
1.1 1691 1.3%
 
Other values (583) 13343 10.3%
 
(Missing) 76735 59.0%
 
ValueCountFrequency (%) 
0.2 2694 2.1%
 
0.21 7 < 0.1%
 
0.22 15 < 0.1%
 
0.23 10 < 0.1%
 
0.24 8 < 0.1%
 
ValueCountFrequency (%) 
60.2 1 < 0.1%
 
51 1 < 0.1%
 
50.9 1 < 0.1%
 
48 1 < 0.1%
 
44.8 1 < 0.1%
 

d1_bilirubin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count560
Unique (%)0.4%
Missing76735
Missing (%)59.0%
Infinite0
Infinite (%)0.0%
Mean1.117404627307102
Minimum0.2
Maximum58.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.2
5-th percentile0.2
Q10.4
median0.6
Q31
95-th percentile3.1
Maximum58
Range57.8
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation2.20152521
Coefficient of variation (CV)1.970213078
Kurtosis110.2299541
Mean1.117404627
Median Absolute Deviation (MAD)0.8759583426
Skewness8.908616559
Sum59693.99
Variance4.846713252
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4 6886 5.3%
 
0.5 6216 4.8%
 
0.3 5893 4.5%
 
0.6 5199 4.0%
 
0.7 4139 3.2%
 
0.8 3378 2.6%
 
0.2 3190 2.5%
 
0.9 2605 2.0%
 
1 2099 1.6%
 
1.1 1626 1.2%
 
Other values (549) 12191 9.4%
 
(Missing) 76735 59.0%
 
ValueCountFrequency (%) 
0.2 3190 2.5%
 
0.21 8 < 0.1%
 
0.22 15 < 0.1%
 
0.23 12 < 0.1%
 
0.24 12 < 0.1%
 
ValueCountFrequency (%) 
58 1 < 0.1%
 
51 1 < 0.1%
 
50.3 1 < 0.1%
 
47.3 1 < 0.1%
 
43.5 1 < 0.1%
 

d1_bun_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count495
Unique (%)0.4%
Missing13734
Missing (%)10.6%
Infinite0
Infinite (%)0.0%
Mean25.578808396966238
Minimum4.0
Maximum126.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median19
Q331
95-th percentile69
Maximum126
Range122
Interquartile range (IQR)18

Descriptive statistics

Standard deviation20.49592711
Coefficient of variation (CV)0.8012854545
Kurtosis5.4864892
Mean25.5788084
Median Absolute Deviation (MAD)14.51770451
Skewness2.148210472
Sum2977961.61
Variance420.0830282
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13 5208 4.0%
 
14 5146 4.0%
 
12 5120 3.9%
 
15 5023 3.9%
 
11 4917 3.8%
 
16 4688 3.6%
 
10 4496 3.5%
 
17 4281 3.3%
 
9 3945 3.0%
 
18 3935 3.0%
 
Other values (484) 69664 53.5%
 
(Missing) 13734 10.6%
 
ValueCountFrequency (%) 
4 1199 0.9%
 
4.1 1 < 0.1%
 
4.3 2 < 0.1%
 
4.4 1 < 0.1%
 
4.6 2 < 0.1%
 
ValueCountFrequency (%) 
126 570 0.4%
 
125 25 < 0.1%
 
124 26 < 0.1%
 
123 29 < 0.1%
 
122 25 < 0.1%
 

d1_bun_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count472
Unique (%)0.4%
Missing13734
Missing (%)10.6%
Infinite0
Infinite (%)0.0%
Mean23.554154161978303
Minimum3.0
Maximum113.09
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum3
5-th percentile6
Q112
median17
Q329
95-th percentile63
Maximum113.09
Range110.09
Interquartile range (IQR)17

Descriptive statistics

Standard deviation18.70833204
Coefficient of variation (CV)0.7942688968
Kurtosis5.196652566
Mean23.55415416
Median Absolute Deviation (MAD)13.29253406
Skewness2.099346019
Sum2742245.29
Variance350.0016878
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12 5543 4.3%
 
13 5517 4.2%
 
11 5285 4.1%
 
14 5221 4.0%
 
10 5155 4.0%
 
15 4964 3.8%
 
16 4646 3.6%
 
9 4516 3.5%
 
17 4231 3.3%
 
8 3956 3.0%
 
Other values (461) 67389 51.8%
 
(Missing) 13734 10.6%
 
ValueCountFrequency (%) 
3 889 0.7%
 
3.1 1 < 0.1%
 
3.3 1 < 0.1%
 
3.4 2 < 0.1%
 
3.5 2 < 0.1%
 
ValueCountFrequency (%) 
113.09 582 0.4%
 
113 26 < 0.1%
 
112 25 < 0.1%
 
111 33 < 0.1%
 
110 42 < 0.1%
 

d1_calcium_max
Real number (ℝ≥0)

MISSING
Distinct count48
Unique (%)< 0.1%
Missing16692
Missing (%)12.8%
Infinite0
Infinite (%)0.0%
Mean8.379782311726084
Minimum6.2
Maximum10.8
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6.2
5-th percentile7.1
Q17.9
median8.4
Q38.8
95-th percentile9.5
Maximum10.8
Range4.6
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.7400984544
Coefficient of variation (CV)0.08831953228
Kurtosis0.5759992821
Mean8.379782312
Median Absolute Deviation (MAD)0.5735307998
Skewness-0.0280838522
Sum950812
Variance0.5477457222
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 6725 5.2%
 
8.5 6708 5.2%
 
8.6 6564 5.0%
 
8.3 6476 5.0%
 
8.2 6184 4.8%
 
8.7 6091 4.7%
 
8.8 5795 4.5%
 
8.1 5746 4.4%
 
8 5239 4.0%
 
8.9 5160 4.0%
 
Other values (37) 52777 40.5%
 
(Missing) 16692 12.8%
 
ValueCountFrequency (%) 
6.2 716 0.6%
 
6.3 139 0.1%
 
6.4 234 0.2%
 
6.5 317 0.2%
 
6.6 397 0.3%
 
ValueCountFrequency (%) 
10.8 567 0.4%
 
10.7 76 0.1%
 
10.6 92 0.1%
 
10.5 134 0.1%
 
10.4 152 0.1%
 

d1_calcium_min
Real number (ℝ≥0)

MISSING
Distinct count50
Unique (%)< 0.1%
Missing16692
Missing (%)12.8%
Infinite0
Infinite (%)0.0%
Mean8.164673687921386
Minimum5.5
Maximum10.3
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5.5
5-th percentile6.8
Q17.7
median8.2
Q38.7
95-th percentile9.3
Maximum10.3
Range4.8
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7930552823
Coefficient of variation (CV)0.09713251412
Kurtosis0.6541515596
Mean8.164673688
Median Absolute Deviation (MAD)0.6156325779
Skewness-0.4484243204
Sum926404.7
Variance0.6289366807
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.3 6297 4.8%
 
8.4 6277 4.8%
 
8.5 6182 4.7%
 
8.2 6108 4.7%
 
8.1 5887 4.5%
 
8.6 5837 4.5%
 
8 5672 4.4%
 
8.7 5301 4.1%
 
7.9 5206 4.0%
 
8.8 4962 3.8%
 
Other values (39) 55736 42.8%
 
(Missing) 16692 12.8%
 
ValueCountFrequency (%) 
5.5 706 0.5%
 
5.6 103 0.1%
 
5.7 130 0.1%
 
5.8 174 0.1%
 
5.9 184 0.1%
 
ValueCountFrequency (%) 
10.3 523 0.4%
 
10.2 131 0.1%
 
10.1 185 0.1%
 
10 237 0.2%
 
9.9 297 0.2%
 

d1_diasbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count146
Unique (%)0.1%
Missing95068
Missing (%)73.0%
Infinite0
Infinite (%)0.0%
Mean79.26156345293397
Minimum37.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile52
Q165
median76
Q388
95-th percentile119
Maximum181
Range144
Interquartile range (IQR)23

Descriptive statistics

Standard deviation21.69331995
Coefficient of variation (CV)0.273692809
Kurtosis4.021616786
Mean79.26156345
Median Absolute Deviation (MAD)15.67877235
Skewness1.519165487
Sum2781209
Variance470.6001303
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
74 993 0.8%
 
76 942 0.7%
 
70 929 0.7%
 
78 924 0.7%
 
68 920 0.7%
 
72 919 0.7%
 
66 888 0.7%
 
80 817 0.6%
 
67 804 0.6%
 
73 789 0.6%
 
Other values (135) 26164 20.1%
 
(Missing) 95068 73.0%
 
ValueCountFrequency (%) 
37 193 0.1%
 
38 31 < 0.1%
 
39 28 < 0.1%
 
40 43 < 0.1%
 
41 37 < 0.1%
 
ValueCountFrequency (%) 
181 171 0.1%
 
180 6 < 0.1%
 
179 10 < 0.1%
 
178 20 < 0.1%
 
177 10 < 0.1%
 

d1_diasbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count86
Unique (%)0.1%
Missing95068
Missing (%)73.0%
Infinite0
Infinite (%)0.0%
Mean46.96970560574539
Minimum5.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile28
Q140
median46
Q354
95-th percentile69
Maximum89
Range84
Interquartile range (IQR)14

Descriptive statistics

Standard deviation12.73643337
Coefficient of variation (CV)0.2711627251
Kurtosis1.244318488
Mean46.96970561
Median Absolute Deviation (MAD)9.542509
Skewness0.134050839
Sum1648120
Variance162.216735
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
44 1535 1.2%
 
46 1520 1.2%
 
42 1389 1.1%
 
48 1375 1.1%
 
50 1297 1.0%
 
40 1289 1.0%
 
43 1242 1.0%
 
45 1192 0.9%
 
47 1160 0.9%
 
38 1081 0.8%
 
Other values (75) 22009 16.9%
 
(Missing) 95068 73.0%
 
ValueCountFrequency (%) 
5 210 0.2%
 
6 27 < 0.1%
 
7 29 < 0.1%
 
8 28 < 0.1%
 
9 25 < 0.1%
 
ValueCountFrequency (%) 
89 167 0.1%
 
88 21 < 0.1%
 
87 15 < 0.1%
 
86 33 < 0.1%
 
85 23 < 0.1%
 

d1_diasbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing277
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean88.57551586079458
Minimum46.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile60
Q175
median86
Q399
95-th percentile125
Maximum165
Range119
Interquartile range (IQR)24

Descriptive statistics

Standard deviation20.16279981
Coefficient of variation (CV)0.2276340094
Kurtosis1.189379773
Mean88.57551586
Median Absolute Deviation (MAD)15.47890152
Skewness0.7961917972
Sum11504188
Variance406.5384961
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
84 2933 2.3%
 
80 2927 2.2%
 
82 2881 2.2%
 
83 2869 2.2%
 
88 2869 2.2%
 
86 2864 2.2%
 
85 2810 2.2%
 
87 2796 2.1%
 
90 2793 2.1%
 
79 2772 2.1%
 
Other values (110) 101366 77.9%
 
ValueCountFrequency (%) 
46 773 0.6%
 
47 136 0.1%
 
48 201 0.2%
 
49 178 0.1%
 
50 266 0.2%
 
ValueCountFrequency (%) 
165 626 0.5%
 
164 42 < 0.1%
 
163 35 < 0.1%
 
162 52 < 0.1%
 
161 41 < 0.1%
 

d1_diasbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count79
Unique (%)0.1%
Missing277
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean49.862988912842624
Minimum13.0
Maximum90.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile28
Q141
median50
Q358
95-th percentile73
Maximum90
Range77
Interquartile range (IQR)17

Descriptive statistics

Standard deviation13.39715194
Coefficient of variation (CV)0.2686792796
Kurtosis0.3350671508
Mean49.86298891
Median Absolute Deviation (MAD)10.39925374
Skewness0.08499757714
Sum6476205
Variance179.4836801
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
50 4982 3.8%
 
51 4411 3.4%
 
52 4095 3.1%
 
55 4008 3.1%
 
46 3997 3.1%
 
53 3982 3.1%
 
49 3981 3.1%
 
47 3955 3.0%
 
48 3925 3.0%
 
54 3832 2.9%
 
Other values (68) 88712 68.2%
 
ValueCountFrequency (%) 
13 807 0.6%
 
14 188 0.1%
 
15 190 0.1%
 
16 203 0.2%
 
17 230 0.2%
 
ValueCountFrequency (%) 
90 615 0.5%
 
89 99 0.1%
 
88 125 0.1%
 
87 127 0.1%
 
86 128 0.1%
 

d1_diasbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing1636
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean88.7293438426405
Minimum46.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile60
Q175
median87
Q399
95-th percentile126
Maximum165
Range119
Interquartile range (IQR)24

Descriptive statistics

Standard deviation20.15570078
Coefficient of variation (CV)0.2271593579
Kurtosis1.188451243
Mean88.72934384
Median Absolute Deviation (MAD)15.46924139
Skewness0.7953724448
Sum11403584
Variance406.2522738
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
84 2910 2.2%
 
80 2885 2.2%
 
83 2855 2.2%
 
82 2849 2.2%
 
88 2845 2.2%
 
86 2826 2.2%
 
85 2791 2.1%
 
87 2786 2.1%
 
90 2774 2.1%
 
79 2761 2.1%
 
Other values (110) 100239 77.0%
 
ValueCountFrequency (%) 
46 745 0.6%
 
47 136 0.1%
 
48 190 0.1%
 
49 169 0.1%
 
50 254 0.2%
 
ValueCountFrequency (%) 
165 626 0.5%
 
164 43 < 0.1%
 
163 35 < 0.1%
 
162 52 < 0.1%
 
161 41 < 0.1%
 

d1_diasbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count79
Unique (%)0.1%
Missing1636
Missing (%)1.3%
Infinite0
Infinite (%)0.0%
Mean49.91749208300589
Minimum13.0
Maximum90.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile28
Q141
median50
Q358
95-th percentile73
Maximum90
Range77
Interquartile range (IQR)17

Descriptive statistics

Standard deviation13.42774554
Coefficient of variation (CV)0.2689988013
Kurtosis0.3266693026
Mean49.91749208
Median Absolute Deviation (MAD)10.42304146
Skewness0.07792563823
Sum6415446
Variance180.3043502
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
50 4921 3.8%
 
51 4354 3.3%
 
52 4053 3.1%
 
55 3981 3.1%
 
53 3965 3.0%
 
49 3946 3.0%
 
47 3909 3.0%
 
46 3899 3.0%
 
48 3855 3.0%
 
54 3785 2.9%
 
Other values (68) 87853 67.5%
 
ValueCountFrequency (%) 
13 804 0.6%
 
14 188 0.1%
 
15 190 0.1%
 
16 201 0.2%
 
17 231 0.2%
 
ValueCountFrequency (%) 
90 616 0.5%
 
89 98 0.1%
 
88 123 0.1%
 
87 126 0.1%
 
86 127 0.1%
 

d1_glucose_max
Real number (ℝ≥0)

MISSING
Distinct count539
Unique (%)0.4%
Missing8243
Missing (%)6.3%
Infinite0
Infinite (%)0.0%
Mean174.14980231966797
Minimum73.0
Maximum611.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum73
5-th percentile90
Q1117
median150
Q3200
95-th percentile349
Maximum611
Range538
Interquartile range (IQR)83

Descriptive statistics

Standard deviation86.54546561
Coefficient of variation (CV)0.4969598843
Kurtosis5.590214777
Mean174.1498023
Median Absolute Deviation (MAD)61.38189663
Skewness2.079574287
Sum21231299
Variance7490.117618
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
122 1060 0.8%
 
113 1055 0.8%
 
112 1042 0.8%
 
114 1040 0.8%
 
119 1028 0.8%
 
107 1010 0.8%
 
125 1004 0.8%
 
111 998 0.8%
 
117 996 0.8%
 
108 995 0.8%
 
Other values (528) 111686 85.8%
 
(Missing) 8243 6.3%
 
ValueCountFrequency (%) 
73 644 0.5%
 
74 118 0.1%
 
75 128 0.1%
 
76 145 0.1%
 
77 158 0.1%
 
ValueCountFrequency (%) 
611 609 0.5%
 
610 2 < 0.1%
 
609 3 < 0.1%
 
608 5 < 0.1%
 
607 3 < 0.1%
 

d1_hco3_max
Real number (ℝ≥0)

MISSING
Distinct count243
Unique (%)0.2%
Missing20047
Missing (%)15.4%
Infinite0
Infinite (%)0.0%
Mean24.45287167378076
Minimum12.0
Maximum40.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum12
5-th percentile17
Q122
median24
Q327
95-th percentile32
Maximum40
Range28
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.364989946
Coefficient of variation (CV)0.1785062304
Kurtosis1.163555127
Mean24.45287167
Median Absolute Deviation (MAD)3.288044984
Skewness0.2529424397
Sum2692505.7
Variance19.05313723
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24 11912 9.2%
 
25 11754 9.0%
 
23 10836 8.3%
 
26 10693 8.2%
 
22 8883 6.8%
 
27 8633 6.6%
 
21 6861 5.3%
 
28 6507 5.0%
 
20 5153 4.0%
 
29 4399 3.4%
 
Other values (232) 24479 18.8%
 
(Missing) 20047 15.4%
 
ValueCountFrequency (%) 
12 849 0.7%
 
12.1 1 < 0.1%
 
12.4 1 < 0.1%
 
12.7 2 < 0.1%
 
13 362 0.3%
 
ValueCountFrequency (%) 
40 522 0.4%
 
39.3 1 < 0.1%
 
39 235 0.2%
 
38.9 1 < 0.1%
 
38.7 1 < 0.1%
 

d1_hco3_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count274
Unique (%)0.2%
Missing20047
Missing (%)15.4%
Infinite0
Infinite (%)0.0%
Mean23.19234401961675
Minimum7.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile14
Q121
median23
Q326
95-th percentile31
Maximum39
Range32
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.000292761
Coefficient of variation (CV)0.2156010086
Kurtosis1.236747885
Mean23.19234402
Median Absolute Deviation (MAD)3.719472648
Skewness-0.264060878
Sum2553709
Variance25.0029277
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23 10945 8.4%
 
24 10858 8.3%
 
25 10117 7.8%
 
22 9554 7.3%
 
26 8712 6.7%
 
21 7894 6.1%
 
27 6851 5.3%
 
20 6362 4.9%
 
28 5089 3.9%
 
19 4712 3.6%
 
Other values (263) 29016 22.3%
 
(Missing) 20047 15.4%
 
ValueCountFrequency (%) 
7 897 0.7%
 
7.4 1 < 0.1%
 
7.7 1 < 0.1%
 
7.8 1 < 0.1%
 
7.9 1 < 0.1%
 
ValueCountFrequency (%) 
39 524 0.4%
 
38.7 1 < 0.1%
 
38.5 1 < 0.1%
 
38.2 1 < 0.1%
 
38.1 1 < 0.1%
 

d1_heartrate_max
Real number (ℝ≥0)

Distinct count121
Unique (%)0.1%
Missing262
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean103.29679356403248
Minimum58.0
Maximum177.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum58
5-th percentile71
Q188
median101
Q3117
95-th percentile143
Maximum177
Range119
Interquartile range (IQR)29

Descriptive statistics

Standard deviation21.98294032
Coefficient of variation (CV)0.2128133852
Kurtosis0.3144686425
Mean103.2967936
Median Absolute Deviation (MAD)17.43149537
Skewness0.5656746753
Sum13417737
Variance483.2496652
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 2797 2.1%
 
96 2778 2.1%
 
98 2685 2.1%
 
92 2662 2.0%
 
90 2636 2.0%
 
94 2540 2.0%
 
102 2505 1.9%
 
88 2502 1.9%
 
104 2434 1.9%
 
106 2411 1.9%
 
Other values (110) 103945 79.9%
 
ValueCountFrequency (%) 
58 823 0.6%
 
59 147 0.1%
 
60 295 0.2%
 
61 223 0.2%
 
62 301 0.2%
 
ValueCountFrequency (%) 
177 621 0.5%
 
176 40 < 0.1%
 
175 51 < 0.1%
 
174 51 < 0.1%
 
173 44 < 0.1%
 

d1_heartrate_min
Real number (ℝ≥0)

Distinct count157
Unique (%)0.1%
Missing262
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean70.40852996651141
Minimum0.0
Maximum175.0
Zeros901
Zeros (%)0.7%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile46
Q160
median70
Q381
95-th percentile99
Maximum175
Range175
Interquartile range (IQR)21

Descriptive statistics

Standard deviation17.14187504
Coefficient of variation (CV)0.2434630442
Kurtosis1.888413928
Mean70.40852997
Median Absolute Deviation (MAD)13.04253147
Skewness-0.1299700516
Sum9145716
Variance293.84388
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 4607 3.5%
 
70 4048 3.1%
 
68 3625 2.8%
 
62 3521 2.7%
 
66 3446 2.6%
 
64 3443 2.6%
 
72 3349 2.6%
 
74 3181 2.4%
 
65 3155 2.4%
 
58 3068 2.4%
 
Other values (146) 94452 72.6%
 
ValueCountFrequency (%) 
0 901 0.7%
 
1 12 < 0.1%
 
2 3 < 0.1%
 
3 6 < 0.1%
 
4 11 < 0.1%
 
ValueCountFrequency (%) 
175 1 < 0.1%
 
160 1 < 0.1%
 
155 1 < 0.1%
 
153 1 < 0.1%
 
152 1 < 0.1%
 

d1_hemaglobin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count106
Unique (%)0.1%
Missing16232
Missing (%)12.5%
Infinite0
Infinite (%)0.0%
Mean11.459810401579988
Minimum6.8
Maximum17.2
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6.8
5-th percentile8.1
Q19.9
median11.4
Q313
95-th percentile15.1
Maximum17.2
Range10.4
Interquartile range (IQR)3.1

Descriptive statistics

Standard deviation2.149212587
Coefficient of variation (CV)0.1875434681
Kurtosis-0.4883050389
Mean11.4598104
Median Absolute Deviation (MAD)1.762747388
Skewness0.1532909606
Sum1305558.9
Variance4.619114742
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11.6 2047 1.6%
 
10.9 2019 1.6%
 
11.3 1936 1.5%
 
11.9 1929 1.5%
 
11.2 1926 1.5%
 
11.7 1905 1.5%
 
11.5 1892 1.5%
 
11.8 1886 1.4%
 
12.2 1866 1.4%
 
11.1 1862 1.4%
 
Other values (95) 94657 72.7%
 
(Missing) 16232 12.5%
 
ValueCountFrequency (%) 
6.8 740 0.6%
 
6.9 96 0.1%
 
7 198 0.2%
 
7.1 220 0.2%
 
7.2 284 0.2%
 
ValueCountFrequency (%) 
17.2 559 0.4%
 
17.1 86 0.1%
 
17 63 < 0.1%
 
16.9 83 0.1%
 
16.8 106 0.1%
 

d1_hemaglobin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count116
Unique (%)0.1%
Missing16232
Missing (%)12.5%
Infinite0
Infinite (%)0.0%
Mean10.901491332016677
Minimum5.3
Maximum16.7
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile7.1
Q19.2
median10.9
Q312.6
95-th percentile14.7
Maximum16.7
Range11.4
Interquartile range (IQR)3.4

Descriptive statistics

Standard deviation2.338048122
Coefficient of variation (CV)0.214470484
Kurtosis-0.5293566223
Mean10.90149133
Median Absolute Deviation (MAD)1.920196012
Skewness-0.008211718069
Sum1241952.4
Variance5.46646902
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.9 1854 1.4%
 
11.6 1806 1.4%
 
11.1 1805 1.4%
 
11.3 1769 1.4%
 
11.2 1762 1.4%
 
11.5 1744 1.3%
 
12.1 1736 1.3%
 
11.4 1730 1.3%
 
11.8 1729 1.3%
 
11.7 1726 1.3%
 
Other values (105) 96264 74.0%
 
(Missing) 16232 12.5%
 
ValueCountFrequency (%) 
5.3 704 0.5%
 
5.4 96 0.1%
 
5.5 96 0.1%
 
5.6 125 0.1%
 
5.7 118 0.1%
 
ValueCountFrequency (%) 
16.7 537 0.4%
 
16.6 75 0.1%
 
16.5 80 0.1%
 
16.4 101 0.1%
 
16.3 118 0.1%
 

d1_hematocrit_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count313
Unique (%)0.2%
Missing15588
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean34.55583360245791
Minimum20.4
Maximum51.5
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum20.4
5-th percentile24.6
Q130
median34.5
Q339
95-th percentile44.8
Maximum51.5
Range31.1
Interquartile range (IQR)9

Descriptive statistics

Standard deviation6.194616328
Coefficient of variation (CV)0.1792639819
Kurtosis-0.3978458702
Mean34.5558336
Median Absolute Deviation (MAD)5.054051555
Skewness0.1188476236
Sum3959027.3
Variance38.37327145
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
35 1178 0.9%
 
36 1144 0.9%
 
33 1112 0.9%
 
38 1098 0.8%
 
34 1057 0.8%
 
37 1052 0.8%
 
32 1050 0.8%
 
31 1008 0.8%
 
39 998 0.8%
 
30 943 0.7%
 
Other values (302) 103929 79.8%
 
(Missing) 15588 12.0%
 
ValueCountFrequency (%) 
20.4 610 0.5%
 
20.5 25 < 0.1%
 
20.6 30 < 0.1%
 
20.7 41 < 0.1%
 
20.8 37 < 0.1%
 
ValueCountFrequency (%) 
51.5 556 0.4%
 
51.4 19 < 0.1%
 
51.3 27 < 0.1%
 
51.2 23 < 0.1%
 
51.1 23 < 0.1%
 

d1_hematocrit_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count341
Unique (%)0.3%
Missing15588
Missing (%)12.0%
Infinite0
Infinite (%)0.0%
Mean32.93929946145991
Minimum16.1
Maximum50.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum16.1
5-th percentile21.5
Q128
median33.2
Q337.9
95-th percentile43.8
Maximum50
Range33.9
Interquartile range (IQR)9.9

Descriptive statistics

Standard deviation6.806349956
Coefficient of variation (CV)0.206633112
Kurtosis-0.4578225299
Mean32.93929946
Median Absolute Deviation (MAD)5.566256364
Skewness-0.0713810776
Sum3773822.6
Variance46.32639973
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
34 1057 0.8%
 
35 1057 0.8%
 
36 1050 0.8%
 
32 1011 0.8%
 
33 1002 0.8%
 
31 987 0.8%
 
30 945 0.7%
 
28 938 0.7%
 
29 935 0.7%
 
38 918 0.7%
 
Other values (330) 104669 80.4%
 
(Missing) 15588 12.0%
 
ValueCountFrequency (%) 
16.1 637 0.5%
 
16.2 31 < 0.1%
 
16.3 25 < 0.1%
 
16.4 35 < 0.1%
 
16.5 34 < 0.1%
 
ValueCountFrequency (%) 
50 562 0.4%
 
49.9 20 < 0.1%
 
49.8 28 < 0.1%
 
49.7 22 < 0.1%
 
49.6 19 < 0.1%
 

d1_inr_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count518
Unique (%)0.4%
Missing81213
Missing (%)62.4%
Infinite0
Infinite (%)0.0%
Mean1.5777884929715593
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.3
Q31.6
95-th percentile3.3
Maximum7.756
Range6.856
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.9464772196
Coefficient of variation (CV)0.599875854
Kurtosis16.05496208
Mean1.577788493
Median Absolute Deviation (MAD)0.5603189898
Skewness3.627099856
Sum77223.28
Variance0.8958191273
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 7295 5.6%
 
1.2 6097 4.7%
 
1 4932 3.8%
 
1.3 4155 3.2%
 
1.4 3258 2.5%
 
1.5 2084 1.6%
 
1.6 1620 1.2%
 
1.7 1112 0.9%
 
1.8 911 0.7%
 
0.9 792 0.6%
 
Other values (507) 16688 12.8%
 
(Missing) 81213 62.4%
 
ValueCountFrequency (%) 
0.9 792 0.6%
 
0.91 23 < 0.1%
 
0.92 37 < 0.1%
 
0.93 51 < 0.1%
 
0.94 41 < 0.1%
 
ValueCountFrequency (%) 
7.756 245 0.2%
 
7.7 9 < 0.1%
 
7.69 1 < 0.1%
 
7.66 1 < 0.1%
 
7.64 1 < 0.1%
 

d1_inr_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count416
Unique (%)0.3%
Missing81213
Missing (%)62.4%
Infinite0
Infinite (%)0.0%
Mean1.46347284651847
Minimum0.9
Maximum6.127000000000001
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.2
Q31.5
95-th percentile2.9
Maximum6.127
Range5.227
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.7376387677
Coefficient of variation (CV)0.5040331083
Kurtosis14.66971936
Mean1.463472847
Median Absolute Deviation (MAD)0.4426718724
Skewness3.469714908
Sum71628.215
Variance0.5441109517
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 8072 6.2%
 
1.2 6391 4.9%
 
1 5777 4.4%
 
1.3 4231 3.3%
 
1.4 3080 2.4%
 
1.5 1890 1.5%
 
1.6 1427 1.1%
 
0.9 1040 0.8%
 
1.7 974 0.7%
 
1.8 788 0.6%
 
Other values (405) 15274 11.7%
 
(Missing) 81213 62.4%
 
ValueCountFrequency (%) 
0.9 1040 0.8%
 
0.91 24 < 0.1%
 
0.92 44 < 0.1%
 
0.93 59 < 0.1%
 
0.94 49 < 0.1%
 
ValueCountFrequency (%) 
6.127 245 0.2%
 
6.12 2 < 0.1%
 
6.1 14 < 0.1%
 
6.09 1 < 0.1%
 
6.05 1 < 0.1%
 

d1_mbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count159
Unique (%)0.1%
Missing327
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean104.22852191327891
Minimum60.0
Maximum184.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum60
5-th percentile75
Q190
median102
Q3116
95-th percentile142
Maximum184
Range124
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.91021332
Coefficient of variation (CV)0.2006189183
Kurtosis1.147354068
Mean104.2285219
Median Absolute Deviation (MAD)16.1137992
Skewness0.7971966406
Sum13531989
Variance437.237021
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
98 2913 2.2%
 
100 2860 2.2%
 
96 2848 2.2%
 
104 2795 2.1%
 
97 2794 2.1%
 
94 2783 2.1%
 
103 2772 2.1%
 
102 2767 2.1%
 
95 2719 2.1%
 
101 2704 2.1%
 
Other values (148) 101875 78.3%
 
ValueCountFrequency (%) 
60 758 0.6%
 
61 134 0.1%
 
62 152 0.1%
 
63 202 0.2%
 
64 209 0.2%
 
ValueCountFrequency (%) 
184 640 0.5%
 
183 32 < 0.1%
 
182 29 < 0.1%
 
181 40 < 0.1%
 
180 43 < 0.1%
 

d1_mbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count129
Unique (%)0.1%
Missing327
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean64.35346221984904
Minimum22.0
Maximum112.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile40
Q154
median64
Q374
95-th percentile91
Maximum112
Range90
Interquartile range (IQR)20

Descriptive statistics

Standard deviation15.43309204
Coefficient of variation (CV)0.2398175873
Kurtosis0.4074558706
Mean64.35346222
Median Absolute Deviation (MAD)11.9952822
Skewness0.1908741394
Sum8355010
Variance238.18033
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
60 3796 2.9%
 
61 3788 2.9%
 
59 3708 2.8%
 
63 3686 2.8%
 
64 3680 2.8%
 
62 3666 2.8%
 
65 3655 2.8%
 
58 3536 2.7%
 
67 3528 2.7%
 
56 3425 2.6%
 
Other values (118) 93362 71.7%
 
ValueCountFrequency (%) 
22 788 0.6%
 
23 147 0.1%
 
24 154 0.1%
 
25 161 0.1%
 
26 183 0.1%
 
ValueCountFrequency (%) 
112 598 0.5%
 
111 89 0.1%
 
110 94 0.1%
 
109 96 0.1%
 
108 114 0.1%
 

d1_mbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count156
Unique (%)0.1%
Missing2228
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean104.1839692329417
Minimum60.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum60
5-th percentile75
Q190
median102
Q3116
95-th percentile142
Maximum181
Range121
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.80250907
Coefficient of variation (CV)0.1996709208
Kurtosis0.9593160995
Mean104.1839692
Median Absolute Deviation (MAD)16.09396089
Skewness0.7479728915
Sum13328151
Variance432.7443836
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
98 2849 2.2%
 
100 2798 2.1%
 
96 2796 2.1%
 
97 2748 2.1%
 
103 2747 2.1%
 
104 2747 2.1%
 
94 2714 2.1%
 
102 2697 2.1%
 
95 2675 2.1%
 
101 2669 2.1%
 
Other values (145) 100489 77.2%
 
ValueCountFrequency (%) 
60 773 0.6%
 
61 130 0.1%
 
62 151 0.1%
 
63 203 0.2%
 
64 206 0.2%
 
ValueCountFrequency (%) 
181 635 0.5%
 
180 41 < 0.1%
 
179 33 < 0.1%
 
178 55 < 0.1%
 
177 41 < 0.1%
 

d1_mbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count129
Unique (%)0.1%
Missing2228
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean64.38411149937075
Minimum22.0
Maximum112.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile40
Q154
median64
Q374
95-th percentile91
Maximum112
Range90
Interquartile range (IQR)20

Descriptive statistics

Standard deviation15.45859245
Coefficient of variation (CV)0.2400994917
Kurtosis0.3874625188
Mean64.3841115
Median Absolute Deviation (MAD)12.02785853
Skewness0.184979897
Sum8236595
Variance238.9680804
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
61 3713 2.9%
 
60 3674 2.8%
 
59 3629 2.8%
 
63 3627 2.8%
 
65 3609 2.8%
 
64 3587 2.8%
 
62 3568 2.7%
 
67 3489 2.7%
 
58 3433 2.6%
 
66 3356 2.6%
 
Other values (118) 92244 70.9%
 
ValueCountFrequency (%) 
22 756 0.6%
 
23 147 0.1%
 
24 156 0.1%
 
25 160 0.1%
 
26 183 0.1%
 
ValueCountFrequency (%) 
112 583 0.4%
 
111 88 0.1%
 
110 87 0.1%
 
109 95 0.1%
 
108 115 0.1%
 

d1_pao2fio2ratio_max
Real number (ℝ≥0)

MISSING
Distinct count5603
Unique (%)4.3%
Missing93339
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean287.6000708176851
Minimum54.8
Maximum834.805
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum54.8
5-th percentile98.59571429
Q1192.2055555
median275
Q3370
95-th percentile507.5
Maximum834.805
Range780.005
Interquartile range (IQR)177.7944445

Descriptive statistics

Standard deviation130.3196205
Coefficient of variation (CV)0.4531279151
Kurtosis1.163485874
Mean287.6000708
Median Absolute Deviation (MAD)103.4316732
Skewness0.755334366
Sum10588859.41
Variance16983.20348
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
300 208 0.2%
 
200 204 0.2%
 
250 191 0.1%
 
260 189 0.1%
 
54.8 187 0.1%
 
834.805 186 0.1%
 
280 181 0.1%
 
240 181 0.1%
 
220 174 0.1%
 
180 172 0.1%
 
Other values (5592) 34945 26.8%
 
(Missing) 93339 71.7%
 
ValueCountFrequency (%) 
54.8 187 0.1%
 
55 14 < 0.1%
 
55.29411765 1 < 0.1%
 
55.4 1 < 0.1%
 
55.7 1 < 0.1%
 
ValueCountFrequency (%) 
834.805 186 0.1%
 
834 1 < 0.1%
 
833.3333333 3 < 0.1%
 
833 1 < 0.1%
 
828.5714286 2 < 0.1%
 

d1_pao2fio2ratio_min
Real number (ℝ≥0)

MISSING
Distinct count5321
Unique (%)4.1%
Missing93339
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean224.00540299962518
Minimum36.0
Maximum604.2277778
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile62
Q1132
median205
Q3300
95-th percentile446.6666667
Maximum604.2277778
Range568.2277778
Interquartile range (IQR)168

Descriptive statistics

Standard deviation119.1196748
Coefficient of variation (CV)0.531771436
Kurtosis-0.02777845696
Mean224.005403
Median Absolute Deviation (MAD)96.80838729
Skewness0.6714171879
Sum8247430.928
Variance14189.49693
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200 238 0.2%
 
160 209 0.2%
 
180 208 0.2%
 
220 197 0.2%
 
36 192 0.1%
 
250 192 0.1%
 
604.2277778 186 0.1%
 
190 179 0.1%
 
210 177 0.1%
 
140 174 0.1%
 
Other values (5310) 34866 26.8%
 
(Missing) 93339 71.7%
 
ValueCountFrequency (%) 
36 192 0.1%
 
36.1 1 < 0.1%
 
36.25 1 < 0.1%
 
36.45833333 1 < 0.1%
 
36.6 2 < 0.1%
 
ValueCountFrequency (%) 
604.2277778 186 0.1%
 
603.3333333 1 < 0.1%
 
602 2 < 0.1%
 
600 3 < 0.1%
 
599 1 < 0.1%
 

d1_platelets_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count560
Unique (%)0.4%
Missing18557
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean205.89209677419356
Minimum27.0
Maximum585.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum27
5-th percentile81
Q1147
median194
Q3250
95-th percentile368
Maximum585
Range558
Interquartile range (IQR)103

Descriptive statistics

Standard deviation89.54747681
Coefficient of variation (CV)0.4349243036
Kurtosis2.192842851
Mean205.8920968
Median Absolute Deviation (MAD)67.14194804
Skewness1.05601322
Sum22977558
Variance8018.750604
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
182 654 0.5%
 
175 653 0.5%
 
173 650 0.5%
 
168 638 0.5%
 
176 636 0.5%
 
186 631 0.5%
 
196 626 0.5%
 
183 623 0.5%
 
171 622 0.5%
 
174 622 0.5%
 
Other values (549) 105245 80.9%
 
(Missing) 18557 14.3%
 
ValueCountFrequency (%) 
27 586 0.5%
 
28 27 < 0.1%
 
29 42 < 0.1%
 
30 40 < 0.1%
 
31 49 < 0.1%
 
ValueCountFrequency (%) 
585 558 0.4%
 
584 5 < 0.1%
 
583 4 < 0.1%
 
582 7 < 0.1%
 
581 3 < 0.1%
 

d1_platelets_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count542
Unique (%)0.4%
Missing18557
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean194.9163552867383
Minimum18.55
Maximum557.45
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum18.55
5-th percentile70
Q1136
median185
Q3240
95-th percentile353
Maximum557.45
Range538.9
Interquartile range (IQR)104

Descriptive statistics

Standard deviation88.12175734
Coefficient of variation (CV)0.4521003751
Kurtosis1.83735861
Mean194.9163553
Median Absolute Deviation (MAD)66.64963665
Skewness0.9501439187
Sum21752665.25
Variance7765.444117
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
168 651 0.5%
 
170 635 0.5%
 
173 634 0.5%
 
186 628 0.5%
 
157 624 0.5%
 
176 622 0.5%
 
174 620 0.5%
 
177 615 0.5%
 
182 614 0.5%
 
171 610 0.5%
 
Other values (531) 105347 80.9%
 
(Missing) 18557 14.3%
 
ValueCountFrequency (%) 
18.55 555 0.4%
 
19 44 < 0.1%
 
20 56 < 0.1%
 
21 60 < 0.1%
 
22 57 < 0.1%
 
ValueCountFrequency (%) 
557.45 560 0.4%
 
557 6 < 0.1%
 
556 4 < 0.1%
 
555 9 < 0.1%
 
554 4 < 0.1%
 

d1_potassium_max
Real number (ℝ≥0)

MISSING
Distinct count105
Unique (%)0.1%
Missing12546
Missing (%)9.6%
Infinite0
Infinite (%)0.0%
Mean4.253052860701805
Minimum2.8
Maximum7.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum2.8
5-th percentile3.4
Q13.8
median4.2
Q34.6
95-th percentile5.5
Maximum7
Range4.2
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.6669421951
Coefficient of variation (CV)0.156814932
Kurtosis2.107890382
Mean4.253052861
Median Absolute Deviation (MAD)0.4973481233
Skewness1.068437573
Sum500205.8
Variance0.4448118916
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.1 9051 7.0%
 
4 8982 6.9%
 
4.2 8598 6.6%
 
3.9 8412 6.5%
 
4.3 7709 5.9%
 
3.8 7590 5.8%
 
4.4 6946 5.3%
 
3.7 6193 4.8%
 
4.5 5965 4.6%
 
3.6 5155 4.0%
 
Other values (94) 43010 33.0%
 
(Missing) 12546 9.6%
 
ValueCountFrequency (%) 
2.8 679 0.5%
 
2.9 306 0.2%
 
3 565 0.4%
 
3.1 880 0.7%
 
3.2 1389 1.1%
 
ValueCountFrequency (%) 
7 550 0.4%
 
6.9 121 0.1%
 
6.8 137 0.1%
 
6.7 157 0.1%
 
6.6 144 0.1%
 

d1_potassium_min
Real number (ℝ≥0)

MISSING
Distinct count119
Unique (%)0.1%
Missing12546
Missing (%)9.6%
Infinite0
Infinite (%)0.0%
Mean3.9292555968404317
Minimum2.4
Maximum5.8
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum2.4
5-th percentile3
Q13.6
median3.9
Q34.3
95-th percentile4.9
Maximum5.8
Range3.4
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.5794594273
Coefficient of variation (CV)0.1474730806
Kurtosis0.4681978479
Mean3.929255597
Median Absolute Deviation (MAD)0.4485999268
Skewness0.2770944648
Sum462123.68
Variance0.3357732279
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.9 9136 7.0%
 
3.8 9014 6.9%
 
4 8661 6.7%
 
3.7 8467 6.5%
 
4.1 8124 6.2%
 
3.6 7396 5.7%
 
4.2 7267 5.6%
 
3.5 6364 4.9%
 
4.3 6088 4.7%
 
3.4 5440 4.2%
 
Other values (108) 41654 32.0%
 
(Missing) 12546 9.6%
 
ValueCountFrequency (%) 
2.4 821 0.6%
 
2.5 320 0.2%
 
2.6 459 0.4%
 
2.7 657 0.5%
 
2.72 1 < 0.1%
 
ValueCountFrequency (%) 
5.8 535 0.4%
 
5.7 213 0.2%
 
5.6 289 0.2%
 
5.58 1 < 0.1%
 
5.5 368 0.3%
 

d1_resprate_max
Real number (ℝ≥0)

Distinct count80
Unique (%)0.1%
Missing683
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean28.71938767629022
Minimum14.0
Maximum92.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum14
5-th percentile18
Q122
median26
Q332
95-th percentile47
Maximum92
Range78
Interquartile range (IQR)10

Descriptive statistics

Standard deviation10.56786567
Coefficient of variation (CV)0.367969742
Kurtosis9.813401094
Mean28.71938768
Median Absolute Deviation (MAD)7.123734618
Skewness2.527913598
Sum3718414
Variance111.6797849
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24 9026 6.9%
 
22 8201 6.3%
 
25 7723 5.9%
 
23 7618 5.9%
 
26 7606 5.8%
 
20 7579 5.8%
 
28 6997 5.4%
 
27 6503 5.0%
 
21 6204 4.8%
 
30 5623 4.3%
 
Other values (69) 56394 43.3%
 
ValueCountFrequency (%) 
14 1206 0.9%
 
15 671 0.5%
 
16 1488 1.1%
 
17 1630 1.3%
 
18 3757 2.9%
 
ValueCountFrequency (%) 
92 642 0.5%
 
91 28 < 0.1%
 
90 28 < 0.1%
 
89 25 < 0.1%
 
88 35 < 0.1%
 

d1_resprate_min
Real number (ℝ≥0)

ZEROS
Distinct count56
Unique (%)< 0.1%
Missing683
Missing (%)0.5%
Infinite0
Infinite (%)0.0%
Mean12.69084140445186
Minimum0.0
Maximum100.0
Zeros5868
Zeros (%)4.5%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile2
Q110
median13
Q316
95-th percentile20
Maximum100
Range100
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.046519209
Coefficient of variation (CV)0.3976504826
Kurtosis3.422084237
Mean12.6908414
Median Absolute Deviation (MAD)3.690154545
Skewness0.04003605303
Sum1643134
Variance25.46735613
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12 15589 12.0%
 
14 12935 9.9%
 
13 10961 8.4%
 
10 10776 8.3%
 
11 10628 8.2%
 
16 10421 8.0%
 
15 9385 7.2%
 
9 6609 5.1%
 
0 5868 4.5%
 
18 5660 4.3%
 
Other values (45) 30642 23.5%
 
ValueCountFrequency (%) 
0 5868 4.5%
 
1 293 0.2%
 
2 396 0.3%
 
3 459 0.4%
 
4 770 0.6%
 
ValueCountFrequency (%) 
100 1 < 0.1%
 
96 1 < 0.1%
 
72 1 < 0.1%
 
69 1 < 0.1%
 
66 1 < 0.1%
 

d1_sodium_max
Real number (ℝ≥0)

MISSING
Distinct count72
Unique (%)0.1%
Missing13270
Missing (%)10.2%
Infinite0
Infinite (%)0.0%
Mean139.14944775723563
Minimum123.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum123
5-th percentile131
Q1137
median139
Q3142
95-th percentile147
Maximum158
Range35
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.827751721
Coefficient of variation (CV)0.03469472426
Kurtosis1.939491753
Mean139.1494478
Median Absolute Deviation (MAD)3.544363056
Skewness0.07536764229
Sum16264761.5
Variance23.30718668
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 12106 9.3%
 
140 11931 9.2%
 
138 11334 8.7%
 
141 10634 8.2%
 
137 9628 7.4%
 
142 8831 6.8%
 
136 7793 6.0%
 
143 6444 5.0%
 
135 5703 4.4%
 
144 4916 3.8%
 
Other values (61) 27567 21.2%
 
(Missing) 13270 10.2%
 
ValueCountFrequency (%) 
123 807 0.6%
 
124 202 0.2%
 
125 227 0.2%
 
126 331 0.3%
 
127 440 0.3%
 
ValueCountFrequency (%) 
158 524 0.4%
 
157 95 0.1%
 
156 113 0.1%
 
155 156 0.1%
 
154 168 0.1%
 

d1_sodium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count139
Unique (%)0.1%
Missing13270
Missing (%)10.2%
Infinite0
Infinite (%)0.0%
Mean137.69227287893435
Minimum117.0
Maximum153.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile129
Q1135
median138
Q3141
95-th percentile145
Maximum153
Range36
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.926242112
Coefficient of variation (CV)0.03577718639
Kurtosis2.584421813
Mean137.6922729
Median Absolute Deviation (MAD)3.603543697
Skewness-0.7362993023
Sum16094436.7
Variance24.26786134
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
138 11946 9.2%
 
139 11811 9.1%
 
137 11077 8.5%
 
140 10831 8.3%
 
136 9611 7.4%
 
141 8858 6.8%
 
135 7529 5.8%
 
142 6903 5.3%
 
134 6147 4.7%
 
143 4734 3.6%
 
Other values (128) 27440 21.1%
 
(Missing) 13270 10.2%
 
ValueCountFrequency (%) 
117 732 0.6%
 
118 108 0.1%
 
119 128 0.1%
 
120 139 0.1%
 
120.4 1 < 0.1%
 
ValueCountFrequency (%) 
153 475 0.4%
 
152 152 0.1%
 
151 193 0.1%
 
150.7 1 < 0.1%
 
150 283 0.2%
 

d1_spo2_max
Real number (ℝ≥0)

Distinct count48
Unique (%)< 0.1%
Missing532
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean99.27610414657666
Minimum0.0
Maximum100.0
Zeros7
Zeros (%)< 0.1%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile97
Q199
median100
Q3100
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.722287279
Coefficient of variation (CV)0.01734845756
Kurtosis834.0978769
Mean99.27610415
Median Absolute Deviation (MAD)0.9745802196
Skewness-18.21490652
Sum12868665
Variance2.966273472
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 87257 67.0%
 
99 18252 14.0%
 
98 11705 9.0%
 
97 6300 4.8%
 
96 3257 2.5%
 
95 1425 1.1%
 
94 622 0.5%
 
93 304 0.2%
 
92 170 0.1%
 
91 72 0.1%
 
Other values (37) 261 0.2%
 
(Missing) 532 0.4%
 
ValueCountFrequency (%) 
0 7 < 0.1%
 
13 1 < 0.1%
 
16 2 < 0.1%
 
26 1 < 0.1%
 
31 1 < 0.1%
 
ValueCountFrequency (%) 
100 87257 67.0%
 
99 18252 14.0%
 
98 11705 9.0%
 
97 6300 4.8%
 
96 3257 2.5%
 

d1_spo2_min
Real number (ℝ≥0)

Distinct count102
Unique (%)0.1%
Missing532
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean90.36608678881389
Minimum0.0
Maximum100.0
Zeros194
Zeros (%)0.1%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile76
Q189
median93
Q395
95-th percentile98
Maximum100
Range100
Interquartile range (IQR)6

Descriptive statistics

Standard deviation10.15034855
Coefficient of variation (CV)0.1123247549
Kurtosis29.54456761
Mean90.36608679
Median Absolute Deviation (MAD)5.540988581
Skewness-4.614983419
Sum11713704
Variance103.0295757
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
94 12343 9.5%
 
93 12302 9.5%
 
92 12159 9.3%
 
95 11461 8.8%
 
91 9983 7.7%
 
96 9626 7.4%
 
90 8940 6.9%
 
97 7677 5.9%
 
89 5608 4.3%
 
98 5422 4.2%
 
Other values (91) 34104 26.2%
 
ValueCountFrequency (%) 
0 194 0.1%
 
1 20 < 0.1%
 
2 43 < 0.1%
 
3 19 < 0.1%
 
4 15 < 0.1%
 
ValueCountFrequency (%) 
100 2889 2.2%
 
99 3264 2.5%
 
98 5422 4.2%
 
97 7677 5.9%
 
96 9626 7.4%
 

d1_sysbp_invasive_max
Real number (ℝ≥0)

MISSING
Distinct count226
Unique (%)0.2%
Missing95038
Missing (%)73.0%
Infinite0
Infinite (%)0.0%
Mean153.28537259033573
Minimum71.0
Maximum295.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum71
5-th percentile109
Q1133
median150
Q3169
95-th percentile205
Maximum295
Range224
Interquartile range (IQR)36

Descriptive statistics

Standard deviation31.48281808
Coefficient of variation (CV)0.2053869691
Kurtosis3.024132282
Mean153.2853726
Median Absolute Deviation (MAD)23.16605311
Skewness1.013760578
Sum5383229
Variance991.167834
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
150 600 0.5%
 
144 591 0.5%
 
148 585 0.4%
 
154 573 0.4%
 
156 570 0.4%
 
152 564 0.4%
 
146 558 0.4%
 
140 551 0.4%
 
158 546 0.4%
 
138 544 0.4%
 
Other values (215) 29437 22.6%
 
(Missing) 95038 73.0%
 
ValueCountFrequency (%) 
71 189 0.1%
 
72 7 < 0.1%
 
73 5 < 0.1%
 
74 10 < 0.1%
 
75 7 < 0.1%
 
ValueCountFrequency (%) 
295 169 0.1%
 
294 8 < 0.1%
 
293 5 < 0.1%
 
292 4 < 0.1%
 
291 2 < 0.1%
 

d1_sysbp_invasive_min
Real number (ℝ≥0)

MISSING
Distinct count164
Unique (%)0.1%
Missing95038
Missing (%)73.0%
Infinite0
Infinite (%)0.0%
Mean93.63760357641164
Minimum10.0
Maximum172.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile56.9
Q180
median92
Q3107
95-th percentile136
Maximum172
Range162
Interquartile range (IQR)27

Descriptive statistics

Standard deviation24.59610799
Coefficient of variation (CV)0.2626734031
Kurtosis1.408516653
Mean93.63760358
Median Absolute Deviation (MAD)18.18308644
Skewness0.01836749879
Sum3288459
Variance604.9685284
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
86 860 0.7%
 
92 847 0.7%
 
88 841 0.6%
 
90 841 0.6%
 
84 767 0.6%
 
91 760 0.6%
 
94 752 0.6%
 
82 746 0.6%
 
89 740 0.6%
 
80 713 0.5%
 
Other values (153) 27252 20.9%
 
(Missing) 95038 73.0%
 
ValueCountFrequency (%) 
10 195 0.1%
 
11 15 < 0.1%
 
12 18 < 0.1%
 
13 19 < 0.1%
 
14 13 < 0.1%
 
ValueCountFrequency (%) 
172 174 0.1%
 
171 15 < 0.1%
 
170 13 < 0.1%
 
169 5 < 0.1%
 
168 8 < 0.1%
 

d1_sysbp_max
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count144
Unique (%)0.1%
Missing271
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean148.23168008869317
Minimum90.0
Maximum232.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum90
5-th percentile110
Q1130
median146
Q3164
95-th percentile195
Maximum232
Range142
Interquartile range (IQR)34

Descriptive statistics

Standard deviation25.8971169
Coefficient of variation (CV)0.1747070321
Kurtosis0.2446741692
Mean148.2316801
Median Absolute Deviation (MAD)20.52248599
Skewness0.4911018809
Sum19253220
Variance670.6606635
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
140 2228 1.7%
 
134 2095 1.6%
 
138 2090 1.6%
 
144 2084 1.6%
 
142 2069 1.6%
 
137 2067 1.6%
 
135 2067 1.6%
 
139 2057 1.6%
 
146 2047 1.6%
 
133 2043 1.6%
 
Other values (133) 109039 83.8%
 
ValueCountFrequency (%) 
90 693 0.5%
 
91 92 0.1%
 
92 110 0.1%
 
93 107 0.1%
 
94 116 0.1%
 
ValueCountFrequency (%) 
232 640 0.5%
 
231 46 < 0.1%
 
230 60 < 0.1%
 
229 45 < 0.1%
 
228 52 < 0.1%
 

d1_sysbp_min
Real number (ℝ≥0)

HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing271
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean96.66964876892044
Minimum41.0
Maximum160.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum41
5-th percentile64
Q183
median95
Q3109
95-th percentile133
Maximum160
Range119
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.67300417
Coefficient of variation (CV)0.2138520667
Kurtosis0.3097179744
Mean96.66964877
Median Absolute Deviation (MAD)16.13378832
Skewness0.2138952104
Sum12556034
Variance427.3731015
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
90 3053 2.3%
 
91 3026 2.3%
 
92 2938 2.3%
 
94 2827 2.2%
 
93 2821 2.2%
 
96 2752 2.1%
 
95 2751 2.1%
 
97 2632 2.0%
 
98 2605 2.0%
 
100 2547 2.0%
 
Other values (110) 101934 78.3%
 
ValueCountFrequency (%) 
41 729 0.6%
 
42 71 0.1%
 
43 97 0.1%
 
44 108 0.1%
 
45 93 0.1%
 
ValueCountFrequency (%) 
160 623 0.5%
 
159 57 < 0.1%
 
158 64 < 0.1%
 
157 62 < 0.1%
 
156 73 0.1%
 

d1_sysbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count144
Unique (%)0.1%
Missing1623
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean148.14169013646196
Minimum90.0
Maximum232.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum90
5-th percentile110
Q1130
median146
Q3164
95-th percentile195
Maximum232
Range142
Interquartile range (IQR)34

Descriptive statistics

Standard deviation25.93666547
Coefficient of variation (CV)0.1750801239
Kurtosis0.240735806
Mean148.1416901
Median Absolute Deviation (MAD)20.55416093
Skewness0.4907739514
Sum19041244
Variance672.7106155
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
140 2180 1.7%
 
134 2067 1.6%
 
137 2060 1.6%
 
144 2057 1.6%
 
138 2053 1.6%
 
135 2051 1.6%
 
142 2039 1.6%
 
139 2036 1.6%
 
133 2030 1.6%
 
146 2025 1.6%
 
Other values (133) 107936 82.9%
 
ValueCountFrequency (%) 
90 707 0.5%
 
91 91 0.1%
 
92 108 0.1%
 
93 108 0.1%
 
94 115 0.1%
 
ValueCountFrequency (%) 
232 627 0.5%
 
231 46 < 0.1%
 
230 59 < 0.1%
 
229 44 < 0.1%
 
228 52 < 0.1%
 

d1_sysbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count121
Unique (%)0.1%
Missing1623
Missing (%)1.2%
Infinite0
Infinite (%)0.0%
Mean96.69035687055566
Minimum41.03
Maximum160.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum41.03
5-th percentile64
Q183
median96
Q3109
95-th percentile133
Maximum160
Range118.97
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.69256318
Coefficient of variation (CV)0.2140085511
Kurtosis0.3022508202
Mean96.69035687
Median Absolute Deviation (MAD)16.15274327
Skewness0.2128510072
Sum12427998.33
Variance428.182171
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
90 3019 2.3%
 
91 3001 2.3%
 
92 2892 2.2%
 
94 2791 2.1%
 
93 2784 2.1%
 
95 2745 2.1%
 
96 2710 2.1%
 
97 2606 2.0%
 
98 2575 2.0%
 
100 2518 1.9%
 
Other values (110) 100893 77.5%
 
ValueCountFrequency (%) 
41.03 711 0.5%
 
42 71 0.1%
 
43 97 0.1%
 
44 110 0.1%
 
45 92 0.1%
 
ValueCountFrequency (%) 
160 618 0.5%
 
159 56 < 0.1%
 
158 64 < 0.1%
 
157 60 < 0.1%
 
156 72 0.1%
 

d1_temp_max
Real number (ℝ≥0)

MISSING
Distinct count262
Unique (%)0.2%
Missing4494
Missing (%)3.5%
Infinite0
Infinite (%)0.0%
Mean37.301433179041325
Minimum35.1
Maximum39.9
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum35.1
5-th percentile36.4
Q136.9
median37.2
Q337.6
95-th percentile38.7
Maximum39.9
Range4.8
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.6994057991
Coefficient of variation (CV)0.01875010528
Kurtosis1.878789039
Mean37.30143318
Median Absolute Deviation (MAD)0.5175114578
Skewness0.8374226468
Sum4687409.998
Variance0.4891684718
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
37.1 11309 8.7%
 
36.9 10560 8.1%
 
37.2 9778 7.5%
 
36.8 9326 7.2%
 
37 8787 6.8%
 
37.3 7103 5.5%
 
36.7 6684 5.1%
 
37.4 6100 4.7%
 
37.6 4713 3.6%
 
37.7 4280 3.3%
 
Other values (251) 47023 36.1%
 
(Missing) 4494 3.5%
 
ValueCountFrequency (%) 
35.1 786 0.6%
 
35.111 1 < 0.1%
 
35.16666667 1 < 0.1%
 
35.2 55 < 0.1%
 
35.278 1 < 0.1%
 
ValueCountFrequency (%) 
39.9 533 0.4%
 
39.89208 2 < 0.1%
 
39.88888889 1 < 0.1%
 
39.83652 2 < 0.1%
 
39.83 1 < 0.1%
 

d1_temp_min
Real number (ℝ≥0)

MISSING
Distinct count310
Unique (%)0.2%
Missing4494
Missing (%)3.5%
Infinite0
Infinite (%)0.0%
Mean36.26669701234254
Minimum31.889
Maximum37.8
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum31.889
5-th percentile35
Q136.1
median36.4
Q336.7
95-th percentile37.1
Maximum37.8
Range5.911
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.7678153248
Coefficient of variation (CV)0.02117136073
Kurtosis11.88102986
Mean36.26669701
Median Absolute Deviation (MAD)0.4706796693
Skewness-2.816516395
Sum4557381.947
Variance0.589540373
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.4 14821 11.4%
 
36.6 12103 9.3%
 
36.3 10900 8.4%
 
36.7 10452 8.0%
 
36.5 9215 7.1%
 
36.2 7755 6.0%
 
36.1 7243 5.6%
 
36.8 6860 5.3%
 
36 5318 4.1%
 
36.9 4236 3.3%
 
Other values (299) 36760 28.2%
 
(Missing) 4494 3.5%
 
ValueCountFrequency (%) 
31.889 832 0.6%
 
31.89144 1 < 0.1%
 
31.9 60 < 0.1%
 
31.944 1 < 0.1%
 
32 73 0.1%
 
ValueCountFrequency (%) 
37.8 601 0.5%
 
37.7808 1 < 0.1%
 
37.77 3 < 0.1%
 
37.72524 1 < 0.1%
 
37.72 1 < 0.1%
 

d1_wbc_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3142
Unique (%)2.4%
Missing17429
Missing (%)13.4%
Infinite0
Infinite (%)0.0%
Mean12.539672485983964
Minimum1.2
Maximum46.08
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1.2
5-th percentile4.8
Q18
median11.1
Q315.3
95-th percentile25.2
Maximum46.08
Range44.88
Interquartile range (IQR)7.3

Descriptive statistics

Standard deviation6.782835776
Coefficient of variation (CV)0.5409101221
Kurtosis4.533219973
Mean12.53967249
Median Absolute Deviation (MAD)4.93268923
Skewness1.709465239
Sum1413572.2
Variance46.00686116
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 840 0.6%
 
9.2 836 0.6%
 
10.2 831 0.6%
 
9.7 828 0.6%
 
8 817 0.6%
 
8.8 816 0.6%
 
10 814 0.6%
 
9.6 806 0.6%
 
9 805 0.6%
 
8.9 802 0.6%
 
Other values (3131) 104533 80.3%
 
(Missing) 17429 13.4%
 
ValueCountFrequency (%) 
1.2 588 0.5%
 
1.21 1 < 0.1%
 
1.23 1 < 0.1%
 
1.24 2 < 0.1%
 
1.28 1 < 0.1%
 
ValueCountFrequency (%) 
46.08 564 0.4%
 
46 1 < 0.1%
 
45.9 5 < 0.1%
 
45.8 5 < 0.1%
 
45.77 1 < 0.1%
 

d1_wbc_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count2811
Unique (%)2.2%
Missing17429
Missing (%)13.4%
Infinite0
Infinite (%)0.0%
Mean11.29856692214889
Minimum0.9
Maximum40.898
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile4.3
Q17.4
median10.1
Q313.7
95-th percentile22.3
Maximum40.898
Range39.998
Interquartile range (IQR)6.3

Descriptive statistics

Standard deviation5.924633237
Coefficient of variation (CV)0.5243703275
Kurtosis4.753043556
Mean11.29856692
Median Absolute Deviation (MAD)4.279070819
Skewness1.702241985
Sum1273664.852
Variance35.10127899
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 948 0.7%
 
8.8 937 0.7%
 
7.8 936 0.7%
 
8 933 0.7%
 
9.2 918 0.7%
 
8.6 916 0.7%
 
7.9 916 0.7%
 
7.6 913 0.7%
 
8.1 904 0.7%
 
8.3 902 0.7%
 
Other values (2800) 103505 79.5%
 
(Missing) 17429 13.4%
 
ValueCountFrequency (%) 
0.9 592 0.5%
 
0.92 1 < 0.1%
 
0.94 1 < 0.1%
 
0.95 2 < 0.1%
 
0.97 2 < 0.1%
 
ValueCountFrequency (%) 
40.898 564 0.4%
 
40.89 1 < 0.1%
 
40.8 6 < 0.1%
 
40.76 1 < 0.1%
 
40.7 2 < 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
102006
1
28151
ValueCountFrequency (%) 
0 102006 78.4%
 
1 28151 21.6%
 

elective_surgery
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
105448
1
24709
ValueCountFrequency (%) 
0 105448 81.0%
 
1 24709 19.0%
 

encounter_id
Real number (ℝ≥0)

UNIQUE
Distinct count130157
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean213000.85651943422
Minimum147000
Maximum279000
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum147000
5-th percentile153580.8
Q1180001
median213014
Q3246002
95-th percentile272404.2
Maximum279000
Range132000
Interquartile range (IQR)66001

Descriptive statistics

Standard deviation38109.82815
Coefficient of variation (CV)0.1789186615
Kurtosis-1.199884749
Mean213000.8565
Median Absolute Deviation (MAD)33002.9671
Skewness-0.0005222575479
Sum2.772355248e+10
Variance1452359001
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[147000. 279000.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
266238 1 < 0.1%
 
185584 1 < 0.1%
 
232667 1 < 0.1%
 
242908 1 < 0.1%
 
244957 1 < 0.1%
 
238814 1 < 0.1%
 
240863 1 < 0.1%
 
152800 1 < 0.1%
 
154849 1 < 0.1%
 
148706 1 < 0.1%
 
Other values (130147) 130147 > 99.9%
 
ValueCountFrequency (%) 
147000 1 < 0.1%
 
147001 1 < 0.1%
 
147002 1 < 0.1%
 
147003 1 < 0.1%
 
147004 1 < 0.1%
 
ValueCountFrequency (%) 
279000 1 < 0.1%
 
278999 1 < 0.1%
 
278998 1 < 0.1%
 
278997 1 < 0.1%
 
278996 1 < 0.1%
 

ethnicity
Categorical

MISSING
Distinct count7
Unique (%)< 0.1%
Missing1587
Missing (%)1.2%
Memory size1017.0 KiB
Caucasian
100236
African American
 
13911
Other/Unknown
 
6261
Hispanic
 
5049
Asian
 
2198
ValueCountFrequency (%) 
Caucasian 100236 77.0%
 
African American 13911 10.7%
 
Other/Unknown 6261 4.8%
 
Hispanic 5049 3.9%
 
Asian 2198 1.7%
 
Native American 915 0.7%
 
(Missing) 1587 1.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length9.803245311
Min length3
Scatter

gcs_eyes_apache
Categorical

MISSING
Distinct count5
Unique (%)< 0.1%
Missing2190
Missing (%)1.7%
Memory size1017.0 KiB
4
91601
3
18662
1
 
11412
2
 
6292
ValueCountFrequency (%) 
4 91601 70.4%
 
3 18662 14.3%
 
1 11412 8.8%
 
2 6292 4.8%
 
(Missing) 2190 1.7%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length3
Mean length3
Min length3
Scatter

gcs_motor_apache
Real number (ℝ≥0)

MISSING
Distinct count7
Unique (%)< 0.1%
Missing2190
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean5.484828119749623
Minimum1.0
Maximum6.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q16
median6
Q36
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.271039259
Coefficient of variation (CV)0.2317372999
Kurtosis6.575965316
Mean5.48482812
Median Absolute Deviation (MAD)0.8198015192
Skewness-2.751858014
Sum701877
Variance1.615540798
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6 101818 78.2%
 
5 10833 8.3%
 
1 7549 5.8%
 
4 6457 5.0%
 
3 807 0.6%
 
2 503 0.4%
 
(Missing) 2190 1.7%
 
ValueCountFrequency (%) 
1 7549 5.8%
 
2 503 0.4%
 
3 807 0.6%
 
4 6457 5.0%
 
5 10833 8.3%
 
ValueCountFrequency (%) 
6 101818 78.2%
 
5 10833 8.3%
 
4 6457 5.0%
 
3 807 0.6%
 
2 503 0.4%
 
Distinct count3
Unique (%)< 0.1%
Missing709
Missing (%)0.5%
Memory size1017.0 KiB
0
127967
1
 
1481
(Missing)
 
709
ValueCountFrequency (%) 
0 127967 98.3%
 
1 1481 1.1%
 
(Missing) 709 0.5%
 

gcs_verbal_apache
Real number (ℝ≥0)

MISSING
Distinct count6
Unique (%)< 0.1%
Missing2190
Missing (%)1.7%
Infinite0
Infinite (%)0.0%
Mean4.030203099236522
Minimum1.0
Maximum5.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q14
median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.538527973
Coefficient of variation (CV)0.3817494888
Kurtosis-0.1429919561
Mean4.030203099
Median Absolute Deviation (MAD)1.246313343
Skewness-1.261296133
Sum515733
Variance2.367068323
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
5 82227 63.2%
 
1 22818 17.5%
 
4 15776 12.1%
 
3 4384 3.4%
 
2 2762 2.1%
 
(Missing) 2190 1.7%
 
ValueCountFrequency (%) 
1 22818 17.5%
 
2 2762 2.1%
 
3 4384 3.4%
 
4 15776 12.1%
 
5 82227 63.2%
 
ValueCountFrequency (%) 
5 82227 63.2%
 
4 15776 12.1%
 
3 4384 3.4%
 
2 2762 2.1%
 
1 22818 17.5%
 

gender
Categorical

Distinct count3
Unique (%)< 0.1%
Missing66
Missing (%)0.1%
Memory size1017.0 KiB
M
70518
F
59573
ValueCountFrequency (%) 
M 70518 54.2%
 
F 59573 45.8%
 
(Missing) 66 0.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length3
Mean length1.00101416
Min length1
Scatter

h1_arterial_pco2_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count827
Unique (%)0.6%
Missing107666
Missing (%)82.7%
Infinite0
Infinite (%)0.0%
Mean44.55296607531901
Minimum15.0
Maximum111.505
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum15
5-th percentile26.5
Q136
median42
Q349
95-th percentile73.9
Maximum111.505
Range96.505
Interquartile range (IQR)13

Descriptive statistics

Standard deviation14.63135869
Coefficient of variation (CV)0.3284036951
Kurtosis4.108559136
Mean44.55296608
Median Absolute Deviation (MAD)10.1834281
Skewness1.604021543
Sum1002040.76
Variance214.076657
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
41 606 0.5%
 
39 600 0.5%
 
38 592 0.5%
 
40 591 0.5%
 
44 580 0.4%
 
42 573 0.4%
 
43 558 0.4%
 
45 536 0.4%
 
46 533 0.4%
 
37 517 0.4%
 
Other values (816) 16805 12.9%
 
(Missing) 107666 82.7%
 
ValueCountFrequency (%) 
15 114 0.1%
 
15.1 1 < 0.1%
 
15.2 3 < 0.1%
 
15.3 1 < 0.1%
 
15.4 2 < 0.1%
 
ValueCountFrequency (%) 
111.505 112 0.1%
 
111.5 1 < 0.1%
 
111 6 < 0.1%
 
110 3 < 0.1%
 
109.7 2 < 0.1%
 

h1_arterial_pco2_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count812
Unique (%)0.6%
Missing107666
Missing (%)82.7%
Infinite0
Infinite (%)0.0%
Mean43.34108056555956
Minimum14.997
Maximum107.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum14.997
5-th percentile26
Q135
median41
Q348
95-th percentile71.35
Maximum107
Range92.003
Interquartile range (IQR)13

Descriptive statistics

Standard deviation14.05201463
Coefficient of variation (CV)0.3242192961
Kurtosis4.01157533
Mean43.34108057
Median Absolute Deviation (MAD)9.808155596
Skewness1.598756174
Sum974784.243
Variance197.4591152
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
39 666 0.5%
 
38 653 0.5%
 
40 626 0.5%
 
37 594 0.5%
 
41 593 0.5%
 
42 580 0.4%
 
43 545 0.4%
 
36 544 0.4%
 
44 537 0.4%
 
35 529 0.4%
 
Other values (801) 16624 12.8%
 
(Missing) 107666 82.7%
 
ValueCountFrequency (%) 
14.997 119 0.1%
 
15 10 < 0.1%
 
15.1 1 < 0.1%
 
15.2 3 < 0.1%
 
15.3 1 < 0.1%
 
ValueCountFrequency (%) 
107 106 0.1%
 
106.7 1 < 0.1%
 
106.4 1 < 0.1%
 
106 2 < 0.1%
 
105.6 1 < 0.1%
 

h1_arterial_ph_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count581
Unique (%)0.4%
Missing107849
Missing (%)82.9%
Infinite0
Infinite (%)0.0%
Mean7.337283216783218
Minimum6.93
Maximum7.57
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6.93
5-th percentile7.14
Q17.29
median7.35
Q37.408
95-th percentile7.48
Maximum7.57
Range0.64
Interquartile range (IQR)0.118

Descriptive statistics

Standard deviation0.1059299935
Coefficient of variation (CV)0.01443722293
Kurtosis1.733084594
Mean7.337283217
Median Absolute Deviation (MAD)0.07925408834
Skewness-0.9843753929
Sum163680.114
Variance0.01122116352
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.36 732 0.6%
 
7.34 728 0.6%
 
7.38 727 0.6%
 
7.37 720 0.6%
 
7.35 710 0.5%
 
7.39 694 0.5%
 
7.4 688 0.5%
 
7.32 662 0.5%
 
7.33 650 0.5%
 
7.41 611 0.5%
 
Other values (570) 15386 11.8%
 
(Missing) 107849 82.9%
 
ValueCountFrequency (%) 
6.93 140 0.1%
 
6.931 1 < 0.1%
 
6.937 1 < 0.1%
 
6.94 11 < 0.1%
 
6.945 1 < 0.1%
 
ValueCountFrequency (%) 
7.57 97 0.1%
 
7.569 2 < 0.1%
 
7.568 1 < 0.1%
 
7.567 2 < 0.1%
 
7.566 1 < 0.1%
 

h1_arterial_ph_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count602
Unique (%)0.5%
Missing107849
Missing (%)82.9%
Infinite0
Infinite (%)0.0%
Mean7.327770575578269
Minimum6.9
Maximum7.563
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6.9
5-th percentile7.12
Q17.28
median7.34
Q37.4
95-th percentile7.48
Maximum7.563
Range0.663
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.108657729
Coefficient of variation (CV)0.0148282111
Kurtosis1.830619753
Mean7.327770576
Median Absolute Deviation (MAD)0.08091971987
Skewness-0.9959331958
Sum163467.906
Variance0.01180650208
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7.34 737 0.6%
 
7.35 711 0.5%
 
7.32 708 0.5%
 
7.36 706 0.5%
 
7.37 706 0.5%
 
7.33 697 0.5%
 
7.38 697 0.5%
 
7.39 629 0.5%
 
7.4 624 0.5%
 
7.31 610 0.5%
 
Other values (591) 15483 11.9%
 
(Missing) 107849 82.9%
 
ValueCountFrequency (%) 
6.9 122 0.1%
 
6.901 1 < 0.1%
 
6.902 1 < 0.1%
 
6.904 1 < 0.1%
 
6.905 1 < 0.1%
 
ValueCountFrequency (%) 
7.563 111 0.1%
 
7.56 23 < 0.1%
 
7.559 1 < 0.1%
 
7.556 3 < 0.1%
 
7.554 1 < 0.1%
 

h1_arterial_po2_max
Real number (ℝ≥0)

MISSING
Distinct count1845
Unique (%)1.4%
Missing107445
Missing (%)82.6%
Infinite0
Infinite (%)0.0%
Mean163.0358345808383
Minimum34.0
Maximum534.905
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum34
5-th percentile55.6
Q180
median119.9
Q3214
95-th percentile409
Maximum534.905
Range500.905
Interquartile range (IQR)134

Descriptive statistics

Standard deviation112.6467434
Coefficient of variation (CV)0.6909324182
Kurtosis1.016704573
Mean163.0358346
Median Absolute Deviation (MAD)88.97758784
Skewness1.329948761
Sum3702869.875
Variance12689.28881
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
81 193 0.1%
 
76 191 0.1%
 
71 182 0.1%
 
80 182 0.1%
 
82 179 0.1%
 
74 177 0.1%
 
84 173 0.1%
 
79 172 0.1%
 
67 168 0.1%
 
83 168 0.1%
 
Other values (1834) 20927 16.1%
 
(Missing) 107445 82.6%
 
ValueCountFrequency (%) 
34 121 0.1%
 
34.3 1 < 0.1%
 
34.4 1 < 0.1%
 
34.5 1 < 0.1%
 
34.8 1 < 0.1%
 
ValueCountFrequency (%) 
534.905 115 0.1%
 
534 2 < 0.1%
 
533.2 1 < 0.1%
 
532 1 < 0.1%
 
531 4 < 0.1%
 

h1_arterial_po2_min
Real number (ℝ≥0)

MISSING
Distinct count1844
Unique (%)1.4%
Missing107445
Missing (%)82.6%
Infinite0
Infinite (%)0.0%
Mean145.94953658858756
Minimum31.0
Maximum514.905
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum31
5-th percentile53
Q177
median108
Q3182
95-th percentile376
Maximum514.905
Range483.905
Interquartile range (IQR)105

Descriptive statistics

Standard deviation100.2119348
Coefficient of variation (CV)0.6866204386
Kurtosis2.153965996
Mean145.9495366
Median Absolute Deviation (MAD)75.99467701
Skewness1.598806784
Sum3314805.875
Variance10042.43188
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
81 214 0.2%
 
76 204 0.2%
 
80 203 0.2%
 
82 200 0.2%
 
69 197 0.2%
 
73 197 0.2%
 
71 191 0.1%
 
72 189 0.1%
 
67 189 0.1%
 
74 188 0.1%
 
Other values (1833) 20740 15.9%
 
(Missing) 107445 82.6%
 
ValueCountFrequency (%) 
31 118 0.1%
 
31.2 1 < 0.1%
 
31.3 1 < 0.1%
 
31.5 1 < 0.1%
 
32 16 < 0.1%
 
ValueCountFrequency (%) 
514.905 115 0.1%
 
514 3 < 0.1%
 
513.9 1 < 0.1%
 
513 5 < 0.1%
 
512 1 < 0.1%
 

h1_bun_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count260
Unique (%)0.2%
Missing104990
Missing (%)80.7%
Infinite0
Infinite (%)0.0%
Mean25.631219851392693
Minimum4.0
Maximum135.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median18
Q330
95-th percentile71
Maximum135
Range131
Interquartile range (IQR)17

Descriptive statistics

Standard deviation21.37758934
Coefficient of variation (CV)0.8340449445
Kurtosis6.501937194
Mean25.63121985
Median Absolute Deviation (MAD)14.79858523
Skewness2.339392212
Sum645060.91
Variance457.0013259
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13 1250 1.0%
 
14 1246 1.0%
 
12 1195 0.9%
 
15 1192 0.9%
 
11 1079 0.8%
 
16 1043 0.8%
 
17 1027 0.8%
 
10 934 0.7%
 
18 905 0.7%
 
9 847 0.7%
 
Other values (249) 14449 11.1%
 
(Missing) 104990 80.7%
 
ValueCountFrequency (%) 
4 231 0.2%
 
4.1 1 < 0.1%
 
4.2 1 < 0.1%
 
5 230 0.2%
 
5.8 1 < 0.1%
 
ValueCountFrequency (%) 
135 123 0.1%
 
134 7 < 0.1%
 
132 9 < 0.1%
 
131 6 < 0.1%
 
130 3 < 0.1%
 

h1_bun_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count260
Unique (%)0.2%
Missing104990
Missing (%)80.7%
Infinite0
Infinite (%)0.0%
Mean25.606373822863272
Minimum4.0
Maximum135.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile7
Q113
median18
Q330
95-th percentile70.85
Maximum135
Range131
Interquartile range (IQR)17

Descriptive statistics

Standard deviation21.36067598
Coefficient of variation (CV)0.83419371
Kurtosis6.520807682
Mean25.60637382
Median Absolute Deviation (MAD)14.78421884
Skewness2.34177842
Sum644435.61
Variance456.2784783
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13 1249 1.0%
 
14 1248 1.0%
 
12 1195 0.9%
 
15 1193 0.9%
 
11 1079 0.8%
 
16 1040 0.8%
 
17 1030 0.8%
 
10 937 0.7%
 
18 905 0.7%
 
9 848 0.7%
 
Other values (249) 14443 11.1%
 
(Missing) 104990 80.7%
 
ValueCountFrequency (%) 
4 231 0.2%
 
4.1 1 < 0.1%
 
4.2 1 < 0.1%
 
5 232 0.2%
 
5.8 1 < 0.1%
 
ValueCountFrequency (%) 
135 123 0.1%
 
134 7 < 0.1%
 
132 8 < 0.1%
 
131 6 < 0.1%
 
130 4 < 0.1%
 

h1_calcium_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count60
Unique (%)< 0.1%
Missing105921
Missing (%)81.4%
Infinite0
Infinite (%)0.0%
Mean8.274174781317049
Minimum5.6
Maximum11.4
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5.6
5-th percentile6.8
Q17.7
median8.3
Q38.8
95-th percentile9.7
Maximum11.4
Range5.8
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.8927867183
Coefficient of variation (CV)0.1079003939
Kurtosis0.8248635524
Mean8.274174781
Median Absolute Deviation (MAD)0.6866626945
Skewness0.02162693766
Sum200532.9
Variance0.7970681244
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 1244 1.0%
 
8.3 1241 1.0%
 
8.1 1170 0.9%
 
8.2 1144 0.9%
 
8.6 1123 0.9%
 
8.5 1119 0.9%
 
8 1108 0.9%
 
7.9 1048 0.8%
 
8.7 995 0.8%
 
8.8 978 0.8%
 
Other values (49) 13066 10.0%
 
(Missing) 105921 81.4%
 
ValueCountFrequency (%) 
5.6 159 0.1%
 
5.7 25 < 0.1%
 
5.8 21 < 0.1%
 
5.9 42 < 0.1%
 
6 51 < 0.1%
 
ValueCountFrequency (%) 
11.4 108 0.1%
 
11.3 15 < 0.1%
 
11.2 23 < 0.1%
 
11.1 11 < 0.1%
 
11 11 < 0.1%
 

h1_calcium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count63
Unique (%)< 0.1%
Missing105921
Missing (%)81.4%
Infinite0
Infinite (%)0.0%
Mean8.265049100511636
Minimum5.3
Maximum11.315
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5.3
5-th percentile6.8
Q17.7
median8.3
Q38.8
95-th percentile9.7
Maximum11.315
Range6.015
Interquartile range (IQR)1.1

Descriptive statistics

Standard deviation0.9054886529
Coefficient of variation (CV)0.1095563549
Kurtosis0.971449052
Mean8.265049101
Median Absolute Deviation (MAD)0.6932157975
Skewness-0.05767438359
Sum200311.73
Variance0.8199097005
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.3 1236 0.9%
 
8.4 1230 0.9%
 
8.1 1171 0.9%
 
8.2 1138 0.9%
 
8.6 1119 0.9%
 
8.5 1116 0.9%
 
8 1105 0.8%
 
7.9 1046 0.8%
 
8.7 997 0.8%
 
8.8 975 0.7%
 
Other values (52) 13103 10.1%
 
(Missing) 105921 81.4%
 
ValueCountFrequency (%) 
5.3 128 0.1%
 
5.4 22 < 0.1%
 
5.5 24 < 0.1%
 
5.6 22 < 0.1%
 
5.7 25 < 0.1%
 
ValueCountFrequency (%) 
11.315 122 0.1%
 
11.3 15 < 0.1%
 
11.2 21 < 0.1%
 
11.1 11 < 0.1%
 
11 11 < 0.1%
 

h1_creatinine_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count880
Unique (%)0.7%
Missing104784
Missing (%)80.5%
Infinite0
Infinite (%)0.0%
Mean1.5265817443739407
Minimum0.33
Maximum11.6042
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.33
5-th percentile0.53
Q10.78
median1.01
Q31.54
95-th percentile4.5
Maximum11.6042
Range11.2742
Interquartile range (IQR)0.76

Descriptive statistics

Standard deviation1.572771395
Coefficient of variation (CV)1.030256913
Kurtosis15.88293973
Mean1.526581744
Median Absolute Deviation (MAD)0.9180145653
Skewness3.650227746
Sum38733.9586
Variance2.47360986
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.9 872 0.7%
 
0.8 867 0.7%
 
0.7 791 0.6%
 
1 724 0.6%
 
1.1 559 0.4%
 
0.6 518 0.4%
 
1.2 447 0.3%
 
1.3 343 0.3%
 
0.5 291 0.2%
 
1.4 278 0.2%
 
Other values (869) 19683 15.1%
 
(Missing) 104784 80.5%
 
ValueCountFrequency (%) 
0.33 128 0.1%
 
0.34 12 < 0.1%
 
0.35 21 < 0.1%
 
0.36 22 < 0.1%
 
0.37 20 < 0.1%
 
ValueCountFrequency (%) 
11.6042 128 0.1%
 
11.6 1 < 0.1%
 
11.55 1 < 0.1%
 
11.5 2 < 0.1%
 
11.49 1 < 0.1%
 

h1_creatinine_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count877
Unique (%)0.7%
Missing104784
Missing (%)80.5%
Infinite0
Infinite (%)0.0%
Mean1.5243388247349547
Minimum0.33
Maximum11.571
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.33
5-th percentile0.53
Q10.78
median1.01
Q31.53
95-th percentile4.5
Maximum11.571
Range11.241
Interquartile range (IQR)0.75

Descriptive statistics

Standard deviation1.570069651
Coefficient of variation (CV)1.030000434
Kurtosis15.86941539
Mean1.524338825
Median Absolute Deviation (MAD)0.916396607
Skewness3.64933974
Sum38677.049
Variance2.46511871
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8 867 0.7%
 
0.9 863 0.7%
 
0.7 790 0.6%
 
1 728 0.6%
 
1.1 556 0.4%
 
0.6 520 0.4%
 
1.2 444 0.3%
 
1.3 342 0.3%
 
0.5 295 0.2%
 
1.4 276 0.2%
 
Other values (866) 19692 15.1%
 
(Missing) 104784 80.5%
 
ValueCountFrequency (%) 
0.33 131 0.1%
 
0.34 11 < 0.1%
 
0.35 21 < 0.1%
 
0.36 24 < 0.1%
 
0.37 20 < 0.1%
 
ValueCountFrequency (%) 
11.571 128 0.1%
 
11.55 1 < 0.1%
 
11.5 2 < 0.1%
 
11.49 1 < 0.1%
 
11.43 1 < 0.1%
 

h1_diasbp_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count108
Unique (%)0.1%
Missing5527
Missing (%)4.2%
Infinite0
Infinite (%)0.0%
Mean75.4260932359785
Minimum37.0
Maximum143.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile49
Q162
median74
Q386
95-th percentile109
Maximum143
Range106
Interquartile range (IQR)24

Descriptive statistics

Standard deviation18.53974058
Coefficient of variation (CV)0.245800091
Kurtosis0.7846194569
Mean75.42609324
Median Absolute Deviation (MAD)14.53265422
Skewness0.6965866285
Sum9400354
Variance343.7219808
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
68 3010 2.3%
 
70 2936 2.3%
 
74 2900 2.2%
 
72 2858 2.2%
 
66 2852 2.2%
 
65 2779 2.1%
 
71 2707 2.1%
 
67 2706 2.1%
 
69 2683 2.1%
 
62 2673 2.1%
 
Other values (97) 96526 74.2%
 
(Missing) 5527 4.2%
 
ValueCountFrequency (%) 
37 785 0.6%
 
38 196 0.2%
 
39 186 0.1%
 
40 256 0.2%
 
41 332 0.3%
 
ValueCountFrequency (%) 
143 607 0.5%
 
142 40 < 0.1%
 
141 45 < 0.1%
 
140 46 < 0.1%
 
139 54 < 0.1%
 

h1_diasbp_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count93
Unique (%)0.1%
Missing5527
Missing (%)4.2%
Infinite0
Infinite (%)0.0%
Mean62.49484875230683
Minimum22.0
Maximum113.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile37
Q151
median61
Q373
95-th percentile91
Maximum113
Range91
Interquartile range (IQR)22

Descriptive statistics

Standard deviation16.3053478
Coefficient of variation (CV)0.2609070688
Kurtosis0.1233485692
Mean62.49484875
Median Absolute Deviation (MAD)12.92246371
Skewness0.299009869
Sum7788733
Variance265.864367
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
58 3400 2.6%
 
60 3362 2.6%
 
56 3354 2.6%
 
55 3290 2.5%
 
59 3166 2.4%
 
62 3089 2.4%
 
57 3062 2.4%
 
63 3051 2.3%
 
61 2984 2.3%
 
54 2981 2.3%
 
Other values (82) 92891 71.4%
 
(Missing) 5527 4.2%
 
ValueCountFrequency (%) 
22 745 0.6%
 
23 115 0.1%
 
24 118 0.1%
 
25 140 0.1%
 
26 182 0.1%
 
ValueCountFrequency (%) 
113 612 0.5%
 
112 72 0.1%
 
111 72 0.1%
 
110 92 0.1%
 
109 75 0.1%
 

h1_diasbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count109
Unique (%)0.1%
Missing11339
Missing (%)8.7%
Infinite0
Infinite (%)0.0%
Mean75.90158898483395
Minimum37.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile49
Q163
median74
Q387
95-th percentile109
Maximum144
Range107
Interquartile range (IQR)24

Descriptive statistics

Standard deviation18.64280037
Coefficient of variation (CV)0.2456180512
Kurtosis0.7884398212
Mean75.90158898
Median Absolute Deviation (MAD)14.60567978
Skewness0.6886537753
Sum9018475
Variance347.5540056
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
68 2827 2.2%
 
70 2756 2.1%
 
74 2754 2.1%
 
72 2692 2.1%
 
66 2636 2.0%
 
65 2632 2.0%
 
71 2583 2.0%
 
77 2574 2.0%
 
69 2563 2.0%
 
67 2557 2.0%
 
Other values (98) 92244 70.9%
 
(Missing) 11339 8.7%
 
ValueCountFrequency (%) 
37 728 0.6%
 
38 182 0.1%
 
39 180 0.1%
 
40 226 0.2%
 
41 307 0.2%
 
ValueCountFrequency (%) 
144 562 0.4%
 
143 47 < 0.1%
 
142 40 < 0.1%
 
141 45 < 0.1%
 
140 46 < 0.1%
 

h1_diasbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count94
Unique (%)0.1%
Missing11339
Missing (%)8.7%
Infinite0
Infinite (%)0.0%
Mean62.89517581511219
Minimum22.0
Maximum114.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum22
5-th percentile37
Q152
median62
Q373
95-th percentile91
Maximum114
Range92
Interquartile range (IQR)21

Descriptive statistics

Standard deviation16.38665347
Coefficient of variation (CV)0.2605391154
Kurtosis0.1353795438
Mean62.89517582
Median Absolute Deviation (MAD)12.97303119
Skewness0.2798041948
Sum7473079
Variance268.5224119
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
58 3201 2.5%
 
60 3186 2.4%
 
56 3168 2.4%
 
55 3124 2.4%
 
59 3053 2.3%
 
62 2935 2.3%
 
57 2925 2.2%
 
63 2904 2.2%
 
65 2879 2.2%
 
61 2873 2.2%
 
Other values (83) 88570 68.0%
 
(Missing) 11339 8.7%
 
ValueCountFrequency (%) 
22 723 0.6%
 
23 113 0.1%
 
24 113 0.1%
 
25 140 0.1%
 
26 179 0.1%
 
ValueCountFrequency (%) 
114 556 0.4%
 
113 51 < 0.1%
 
112 73 0.1%
 
111 72 0.1%
 
110 91 0.1%
 

h1_glucose_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count613
Unique (%)0.5%
Missing75073
Missing (%)57.7%
Infinite0
Infinite (%)0.0%
Mean167.70262462784112
Minimum59.0
Maximum695.045
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum59
5-th percentile83
Q1111
median140
Q3189
95-th percentile357
Maximum695.045
Range636.045
Interquartile range (IQR)78

Descriptive statistics

Standard deviation94.0334611
Coefficient of variation (CV)0.5607155005
Kurtosis8.184433475
Mean167.7026246
Median Absolute Deviation (MAD)63.3942547
Skewness2.500885298
Sum9237731.375
Variance8842.291807
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
119 519 0.4%
 
105 513 0.4%
 
113 512 0.4%
 
123 511 0.4%
 
127 510 0.4%
 
120 504 0.4%
 
116 499 0.4%
 
128 497 0.4%
 
108 497 0.4%
 
124 496 0.4%
 
Other values (602) 50026 38.4%
 
(Missing) 75073 57.7%
 
ValueCountFrequency (%) 
59 302 0.2%
 
60 28 < 0.1%
 
61 27 < 0.1%
 
62 34 < 0.1%
 
63 46 < 0.1%
 
ValueCountFrequency (%) 
695.045 275 0.2%
 
695 2 < 0.1%
 
694 1 < 0.1%
 
693 2 < 0.1%
 
692 2 < 0.1%
 

h1_glucose_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count605
Unique (%)0.5%
Missing75073
Missing (%)57.7%
Infinite0
Infinite (%)0.0%
Mean158.908793842132
Minimum42.0
Maximum670.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum42
5-th percentile78
Q1106
median134
Q3179
95-th percentile334
Maximum670
Range628
Interquartile range (IQR)73

Descriptive statistics

Standard deviation88.29882683
Coefficient of variation (CV)0.5556572717
Kurtosis8.604460708
Mean158.9087938
Median Absolute Deviation (MAD)59.44079051
Skewness2.506605336
Sum8753332
Variance7796.68282
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
119 559 0.4%
 
108 554 0.4%
 
105 554 0.4%
 
113 547 0.4%
 
116 531 0.4%
 
110 528 0.4%
 
109 525 0.4%
 
124 521 0.4%
 
111 519 0.4%
 
118 519 0.4%
 
Other values (594) 49727 38.2%
 
(Missing) 75073 57.7%
 
ValueCountFrequency (%) 
42 286 0.2%
 
43 16 < 0.1%
 
44 12 < 0.1%
 
45 19 < 0.1%
 
46 36 < 0.1%
 
ValueCountFrequency (%) 
670 274 0.2%
 
669 1 < 0.1%
 
666 1 < 0.1%
 
665 1 < 0.1%
 
664 4 < 0.1%
 

h1_hco3_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count225
Unique (%)0.2%
Missing106395
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean22.5441124484471
Minimum6.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile13
Q120
median23
Q325
95-th percentile30
Maximum39
Range33
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.138495032
Coefficient of variation (CV)0.2279306867
Kurtosis1.424641777
Mean22.54411245
Median Absolute Deviation (MAD)3.775962628
Skewness-0.4160260702
Sum535693.2
Variance26.4041312
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23 2482 1.9%
 
24 2436 1.9%
 
22 2224 1.7%
 
25 2084 1.6%
 
21 1810 1.4%
 
26 1614 1.2%
 
20 1416 1.1%
 
27 1222 0.9%
 
19 1051 0.8%
 
28 894 0.7%
 
Other values (214) 6529 5.0%
 
(Missing) 106395 81.7%
 
ValueCountFrequency (%) 
6 212 0.2%
 
6.9 2 < 0.1%
 
7 99 0.1%
 
7.9 1 < 0.1%
 
8 112 0.1%
 
ValueCountFrequency (%) 
39 108 0.1%
 
38.1 1 < 0.1%
 
38 35 < 0.1%
 
37.8 1 < 0.1%
 
37.6 2 < 0.1%
 

h1_hco3_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count212
Unique (%)0.2%
Missing106395
Missing (%)81.7%
Infinite0
Infinite (%)0.0%
Mean22.486145947310835
Minimum6.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum6
5-th percentile13
Q120
median23
Q325
95-th percentile30
Maximum39
Range33
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.144693383
Coefficient of variation (CV)0.2287939158
Kurtosis1.413926309
Mean22.48614595
Median Absolute Deviation (MAD)3.780652546
Skewness-0.4124614837
Sum534315.8
Variance26.46787001
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
23 2522 1.9%
 
24 2439 1.9%
 
22 2243 1.7%
 
25 2078 1.6%
 
21 1835 1.4%
 
26 1616 1.2%
 
20 1426 1.1%
 
27 1214 0.9%
 
19 1058 0.8%
 
28 892 0.7%
 
Other values (201) 6439 4.9%
 
(Missing) 106395 81.7%
 
ValueCountFrequency (%) 
6 214 0.2%
 
6.7 1 < 0.1%
 
6.9 2 < 0.1%
 
7 101 0.1%
 
7.9 1 < 0.1%
 
ValueCountFrequency (%) 
39 105 0.1%
 
38.1 1 < 0.1%
 
38 37 < 0.1%
 
37.8 1 < 0.1%
 
37.6 1 < 0.1%
 

h1_heartrate_max
Real number (ℝ≥0)

MISSING
Distinct count120
Unique (%)0.1%
Missing4074
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean92.45738124885987
Minimum46.0
Maximum164.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile61
Q177
median90
Q3106
95-th percentile132
Maximum164
Range118
Interquartile range (IQR)29

Descriptive statistics

Standard deviation21.78325334
Coefficient of variation (CV)0.2356031833
Kurtosis0.2538903056
Mean92.45738125
Median Absolute Deviation (MAD)17.31597978
Skewness0.5614561914
Sum11657304
Variance474.5101263
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 3302 2.5%
 
90 2630 2.0%
 
88 2620 2.0%
 
86 2602 2.0%
 
82 2571 2.0%
 
84 2525 1.9%
 
92 2441 1.9%
 
96 2373 1.8%
 
78 2278 1.8%
 
94 2277 1.7%
 
Other values (109) 100464 77.2%
 
(Missing) 4074 3.1%
 
ValueCountFrequency (%) 
46 729 0.6%
 
47 107 0.1%
 
48 126 0.1%
 
49 138 0.1%
 
50 215 0.2%
 
ValueCountFrequency (%) 
164 589 0.5%
 
163 49 < 0.1%
 
162 56 < 0.1%
 
161 52 < 0.1%
 
160 84 0.1%
 

h1_heartrate_min
Real number (ℝ≥0)

MISSING
Distinct count110
Unique (%)0.1%
Missing4074
Missing (%)3.1%
Infinite0
Infinite (%)0.0%
Mean83.78977340323438
Minimum36.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile54
Q169
median82
Q397
95-th percentile120
Maximum144
Range108
Interquartile range (IQR)28

Descriptive statistics

Standard deviation20.22246472
Coefficient of variation (CV)0.2413476478
Kurtosis-0.03041374228
Mean83.7897734
Median Absolute Deviation (MAD)16.21231865
Skewness0.3955943233
Sum10564466
Variance408.9480793
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 3546 2.7%
 
70 2948 2.3%
 
74 2621 2.0%
 
78 2612 2.0%
 
84 2610 2.0%
 
82 2585 2.0%
 
76 2566 2.0%
 
72 2526 1.9%
 
90 2501 1.9%
 
60 2465 1.9%
 
Other values (99) 99103 76.1%
 
(Missing) 4074 3.1%
 
ValueCountFrequency (%) 
36 738 0.6%
 
37 76 0.1%
 
38 88 0.1%
 
39 82 0.1%
 
40 148 0.1%
 
ValueCountFrequency (%) 
144 630 0.5%
 
143 62 < 0.1%
 
142 88 0.1%
 
141 86 0.1%
 
140 123 0.1%
 

h1_hemaglobin_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count125
Unique (%)0.1%
Missing102790
Missing (%)79.0%
Infinite0
Infinite (%)0.0%
Mean11.204165600906201
Minimum5.1
Maximum17.4
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5.1
5-th percentile7.4
Q19.6
median11.2
Q312.8
95-th percentile15.1
Maximum17.4
Range12.3
Interquartile range (IQR)3.2

Descriptive statistics

Standard deviation2.350632865
Coefficient of variation (CV)0.2097999037
Kurtosis-0.2759204632
Mean11.2041656
Median Absolute Deviation (MAD)1.898660615
Skewness0.04563173851
Sum306624.4
Variance5.525474864
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.9 493 0.4%
 
11.2 480 0.4%
 
11.6 467 0.4%
 
10.5 461 0.4%
 
11.5 453 0.3%
 
11.4 452 0.3%
 
10.6 449 0.3%
 
10.7 448 0.3%
 
11.3 448 0.3%
 
10.2 443 0.3%
 
Other values (114) 22773 17.5%
 
(Missing) 102790 79.0%
 
ValueCountFrequency (%) 
5.1 154 0.1%
 
5.2 13 < 0.1%
 
5.3 10 < 0.1%
 
5.4 26 < 0.1%
 
5.5 19 < 0.1%
 
ValueCountFrequency (%) 
17.4 126 0.1%
 
17.3 17 < 0.1%
 
17.2 22 < 0.1%
 
17.1 26 < 0.1%
 
17 22 < 0.1%
 

h1_hemaglobin_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count125
Unique (%)0.1%
Missing102790
Missing (%)79.0%
Infinite0
Infinite (%)0.0%
Mean11.088204772170862
Minimum5.0
Maximum17.3
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile7.3
Q19.4
median11.1
Q312.8
95-th percentile15.1
Maximum17.3
Range12.3
Interquartile range (IQR)3.4

Descriptive statistics

Standard deviation2.381224155
Coefficient of variation (CV)0.2147529022
Kurtosis-0.3276439493
Mean11.08820477
Median Absolute Deviation (MAD)1.931094384
Skewness0.05747225721
Sum303450.9
Variance5.670228477
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11.2 508 0.4%
 
10.2 463 0.4%
 
11.6 463 0.4%
 
10.9 459 0.4%
 
9.9 458 0.4%
 
10.5 454 0.3%
 
8.8 439 0.3%
 
11.5 435 0.3%
 
11.3 431 0.3%
 
10.7 431 0.3%
 
Other values (114) 22826 17.5%
 
(Missing) 102790 79.0%
 
ValueCountFrequency (%) 
5 162 0.1%
 
5.1 15 < 0.1%
 
5.2 15 < 0.1%
 
5.3 9 < 0.1%
 
5.4 34 < 0.1%
 
ValueCountFrequency (%) 
17.3 128 0.1%
 
17.2 20 < 0.1%
 
17.1 25 < 0.1%
 
17 21 < 0.1%
 
16.9 20 < 0.1%
 

h1_hematocrit_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count359
Unique (%)0.3%
Missing102956
Missing (%)79.1%
Infinite0
Infinite (%)0.0%
Mean33.73182971214293
Minimum16.0
Maximum51.7
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum16
5-th percentile22.7
Q129
median33.7
Q338.5
95-th percentile45
Maximum51.7
Range35.7
Interquartile range (IQR)9.5

Descriptive statistics

Standard deviation6.804902703
Coefficient of variation (CV)0.2017353568
Kurtosis-0.248416287
Mean33.73182971
Median Absolute Deviation (MAD)5.490169701
Skewness0.02319410737
Sum917539.5
Variance46.3067008
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
33 343 0.3%
 
32 326 0.3%
 
31 316 0.2%
 
34 311 0.2%
 
30 291 0.2%
 
35 291 0.2%
 
36 284 0.2%
 
29 274 0.2%
 
38 270 0.2%
 
39 263 0.2%
 
Other values (348) 24232 18.6%
 
(Missing) 102956 79.1%
 
ValueCountFrequency (%) 
16 144 0.1%
 
16.1 10 < 0.1%
 
16.2 3 < 0.1%
 
16.3 2 < 0.1%
 
16.4 10 < 0.1%
 
ValueCountFrequency (%) 
51.7 132 0.1%
 
51.6 4 < 0.1%
 
51.5 7 < 0.1%
 
51.4 4 < 0.1%
 
51.3 8 < 0.1%
 

h1_hematocrit_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count362
Unique (%)0.3%
Missing102956
Missing (%)79.1%
Infinite0
Infinite (%)0.0%
Mean33.3497959633837
Minimum15.5
Maximum51.5
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum15.5
5-th percentile22
Q128.4
median33.3
Q338.2
95-th percentile44.8
Maximum51.5
Range36
Interquartile range (IQR)9.8

Descriptive statistics

Standard deviation6.963974528
Coefficient of variation (CV)0.208816106
Kurtosis-0.3255432854
Mean33.34979596
Median Absolute Deviation (MAD)5.650697191
Skewness0.02564948965
Sum907147.8
Variance48.49694123
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
33 361 0.3%
 
26 360 0.3%
 
31 358 0.3%
 
29 336 0.3%
 
28 332 0.3%
 
32 328 0.3%
 
30 326 0.3%
 
34 325 0.2%
 
36 288 0.2%
 
35 283 0.2%
 
Other values (351) 23904 18.4%
 
(Missing) 102956 79.1%
 
ValueCountFrequency (%) 
15.5 145 0.1%
 
15.6 7 < 0.1%
 
15.7 2 < 0.1%
 
15.8 2 < 0.1%
 
15.9 4 < 0.1%
 
ValueCountFrequency (%) 
51.5 129 0.1%
 
51.4 4 < 0.1%
 
51.3 7 < 0.1%
 
51.2 9 < 0.1%
 
51.1 9 < 0.1%
 

h1_inr_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count518
Unique (%)0.4%
Missing81213
Missing (%)62.4%
Infinite0
Infinite (%)0.0%
Mean1.5777884929715593
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.3
Q31.6
95-th percentile3.3
Maximum7.756
Range6.856
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.9464772196
Coefficient of variation (CV)0.599875854
Kurtosis16.05496208
Mean1.577788493
Median Absolute Deviation (MAD)0.5603189898
Skewness3.627099856
Sum77223.28
Variance0.8958191273
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 7295 5.6%
 
1.2 6097 4.7%
 
1 4932 3.8%
 
1.3 4155 3.2%
 
1.4 3258 2.5%
 
1.5 2084 1.6%
 
1.6 1620 1.2%
 
1.7 1112 0.9%
 
1.8 911 0.7%
 
0.9 792 0.6%
 
Other values (507) 16688 12.8%
 
(Missing) 81213 62.4%
 
ValueCountFrequency (%) 
0.9 792 0.6%
 
0.91 23 < 0.1%
 
0.92 37 < 0.1%
 
0.93 51 < 0.1%
 
0.94 41 < 0.1%
 
ValueCountFrequency (%) 
7.756 245 0.2%
 
7.7 9 < 0.1%
 
7.69 1 < 0.1%
 
7.66 1 < 0.1%
 
7.64 1 < 0.1%
 

h1_inr_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count416
Unique (%)0.3%
Missing81213
Missing (%)62.4%
Infinite0
Infinite (%)0.0%
Mean1.46347284651847
Minimum0.9
Maximum6.127000000000001
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.1
median1.2
Q31.5
95-th percentile2.9
Maximum6.127
Range5.227
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.7376387677
Coefficient of variation (CV)0.5040331083
Kurtosis14.66971936
Mean1.463472847
Median Absolute Deviation (MAD)0.4426718724
Skewness3.469714908
Sum71628.215
Variance0.5441109517
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1 8072 6.2%
 
1.2 6391 4.9%
 
1 5777 4.4%
 
1.3 4231 3.3%
 
1.4 3080 2.4%
 
1.5 1890 1.5%
 
1.6 1427 1.1%
 
0.9 1040 0.8%
 
1.7 974 0.7%
 
1.8 788 0.6%
 
Other values (405) 15274 11.7%
 
(Missing) 81213 62.4%
 
ValueCountFrequency (%) 
0.9 1040 0.8%
 
0.91 24 < 0.1%
 
0.92 44 < 0.1%
 
0.93 59 < 0.1%
 
0.94 49 < 0.1%
 
ValueCountFrequency (%) 
6.127 245 0.2%
 
6.12 2 < 0.1%
 
6.1 14 < 0.1%
 
6.09 1 < 0.1%
 
6.05 1 < 0.1%
 

h1_mbp_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count156
Unique (%)0.1%
Missing6530
Missing (%)5.0%
Infinite0
Infinite (%)0.0%
Mean91.28710826381777
Minimum49.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum49
5-th percentile62
Q177
median89
Q3103
95-th percentile128
Maximum165
Range116
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.39222151
Coefficient of variation (CV)0.2233855568
Kurtosis0.7192827076
Mean91.28710826
Median Absolute Deviation (MAD)15.97559297
Skewness0.6825887812
Sum11285551.33
Variance415.8426981
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
88 2619 2.0%
 
86 2586 2.0%
 
84 2525 1.9%
 
90 2519 1.9%
 
82 2511 1.9%
 
85 2507 1.9%
 
83 2497 1.9%
 
78 2497 1.9%
 
87 2491 1.9%
 
80 2486 1.9%
 
Other values (145) 98389 75.6%
 
(Missing) 6530 5.0%
 
ValueCountFrequency (%) 
49 740 0.6%
 
50 150 0.1%
 
51 169 0.1%
 
52 212 0.2%
 
53 233 0.2%
 
ValueCountFrequency (%) 
165 615 0.5%
 
164 31 < 0.1%
 
163 45 < 0.1%
 
162 35 < 0.1%
 
161 43 < 0.1%
 

h1_mbp_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count138
Unique (%)0.1%
Missing6530
Missing (%)5.0%
Infinite0
Infinite (%)0.0%
Mean78.84621751991071
Minimum32.0
Maximum138.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum32
5-th percentile50
Q166
median78
Q391
95-th percentile112
Maximum138
Range106
Interquartile range (IQR)25

Descriptive statistics

Standard deviation18.84482237
Coefficient of variation (CV)0.2390073103
Kurtosis0.1551800923
Mean78.84621752
Median Absolute Deviation (MAD)14.93766646
Skewness0.3164923242
Sum9747521.333
Variance355.1273303
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
74 2783 2.1%
 
80 2765 2.1%
 
76 2674 2.1%
 
73 2665 2.0%
 
78 2662 2.0%
 
71 2644 2.0%
 
79 2642 2.0%
 
75 2620 2.0%
 
70 2601 2.0%
 
72 2580 2.0%
 
Other values (127) 96991 74.5%
 
(Missing) 6530 5.0%
 
ValueCountFrequency (%) 
32 698 0.5%
 
33 79 0.1%
 
34 108 0.1%
 
35 104 0.1%
 
36 142 0.1%
 
ValueCountFrequency (%) 
138 578 0.4%
 
137 60 < 0.1%
 
136 66 0.1%
 
135 77 0.1%
 
134 74 0.1%
 

h1_mbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count154
Unique (%)0.1%
Missing13297
Missing (%)10.2%
Infinite0
Infinite (%)0.0%
Mean91.25430714813452
Minimum49.0
Maximum163.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum49
5-th percentile62
Q177
median89
Q3103
95-th percentile128
Maximum163
Range114
Interquartile range (IQR)26

Descriptive statistics

Standard deviation20.41091754
Coefficient of variation (CV)0.2236707305
Kurtosis0.5540279008
Mean91.25430715
Median Absolute Deviation (MAD)16.05849413
Skewness0.6383394596
Sum10663978.33
Variance416.6055548
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
88 2451 1.9%
 
86 2402 1.8%
 
85 2379 1.8%
 
79 2344 1.8%
 
87 2332 1.8%
 
84 2331 1.8%
 
83 2330 1.8%
 
90 2329 1.8%
 
91 2320 1.8%
 
89 2319 1.8%
 
Other values (143) 93323 71.7%
 
(Missing) 13297 10.2%
 
ValueCountFrequency (%) 
49 740 0.6%
 
50 142 0.1%
 
51 169 0.1%
 
52 205 0.2%
 
53 232 0.2%
 
ValueCountFrequency (%) 
163 543 0.4%
 
162 34 < 0.1%
 
161 44 < 0.1%
 
160 32 < 0.1%
 
159 45 < 0.1%
 

h1_mbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count138
Unique (%)0.1%
Missing13297
Missing (%)10.2%
Infinite0
Infinite (%)0.0%
Mean79.0873466826459
Minimum32.0
Maximum138.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum32
5-th percentile50
Q166
median78
Q391
95-th percentile112
Maximum138
Range106
Interquartile range (IQR)25

Descriptive statistics

Standard deviation18.96647333
Coefficient of variation (CV)0.2398167865
Kurtosis0.1384304494
Mean79.08734668
Median Absolute Deviation (MAD)15.02890438
Skewness0.2989832941
Sum9242147.333
Variance359.7271106
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
80 2601 2.0%
 
74 2567 2.0%
 
73 2512 1.9%
 
76 2504 1.9%
 
75 2496 1.9%
 
79 2495 1.9%
 
78 2492 1.9%
 
71 2489 1.9%
 
77 2479 1.9%
 
81 2433 1.9%
 
Other values (127) 91792 70.5%
 
(Missing) 13297 10.2%
 
ValueCountFrequency (%) 
32 669 0.5%
 
33 76 0.1%
 
34 107 0.1%
 
35 104 0.1%
 
36 141 0.1%
 
ValueCountFrequency (%) 
138 564 0.4%
 
137 59 < 0.1%
 
136 66 0.1%
 
135 77 0.1%
 
134 74 0.1%
 

h1_pao2fio2ratio_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3426
Unique (%)2.6%
Missing113397
Missing (%)87.1%
Infinite0
Infinite (%)0.0%
Mean247.52541863580427
Minimum42.0
Maximum720.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum42
5-th percentile69.69625
Q1144
median228.125
Q3333
95-th percentile483.3333333
Maximum720
Range678
Interquartile range (IQR)189

Descriptive statistics

Standard deviation131.4401666
Coefficient of variation (CV)0.531016844
Kurtosis0.2096361799
Mean247.5254186
Median Absolute Deviation (MAD)107.1531202
Skewness0.7054972671
Sum4148526.016
Variance17276.5174
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200 95 0.1%
 
42 91 0.1%
 
720 84 0.1%
 
160 80 0.1%
 
190 77 0.1%
 
180 76 0.1%
 
210 72 0.1%
 
300 71 0.1%
 
250 68 0.1%
 
260 67 0.1%
 
Other values (3415) 15979 12.3%
 
(Missing) 113397 87.1%
 
ValueCountFrequency (%) 
42 91 0.1%
 
42.22222222 1 < 0.1%
 
42.6 1 < 0.1%
 
43 7 < 0.1%
 
43.1 1 < 0.1%
 
ValueCountFrequency (%) 
720 84 0.1%
 
718.3333333 1 < 0.1%
 
716.6666667 1 < 0.1%
 
714 2 < 0.1%
 
713.8888889 1 < 0.1%
 

h1_pao2fio2ratio_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3405
Unique (%)2.6%
Missing113397
Missing (%)87.1%
Infinite0
Infinite (%)0.0%
Mean239.61735837250183
Minimum38.0
Maximum654.8137931
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum38
5-th percentile66
Q1138
median218.75
Q3324
95-th percentile476.1904762
Maximum654.8137931
Range616.8137931
Interquartile range (IQR)186

Descriptive statistics

Standard deviation128.5622112
Coefficient of variation (CV)0.5365312935
Kurtosis-0.09400472361
Mean239.6173584
Median Absolute Deviation (MAD)105.495124
Skewness0.6529804063
Sum4015986.926
Variance16528.24216
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
200 94 0.1%
 
38 85 0.1%
 
654.8137931 85 0.1%
 
190 80 0.1%
 
160 77 0.1%
 
180 74 0.1%
 
210 72 0.1%
 
150 72 0.1%
 
300 69 0.1%
 
260 66 0.1%
 
Other values (3394) 15986 12.3%
 
(Missing) 113397 87.1%
 
ValueCountFrequency (%) 
38 85 0.1%
 
38.3 1 < 0.1%
 
38.5 1 < 0.1%
 
39 7 < 0.1%
 
40 10 < 0.1%
 
ValueCountFrequency (%) 
654.8137931 85 0.1%
 
653.3333333 1 < 0.1%
 
652.3809524 1 < 0.1%
 
642.8571429 2 < 0.1%
 
640 2 < 0.1%
 

h1_platelets_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count556
Unique (%)0.4%
Missing105729
Missing (%)81.2%
Infinite0
Infinite (%)0.0%
Mean193.94305714753563
Minimum20.0
Maximum585.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum20
5-th percentile74
Q1131
median179
Q3239
95-th percentile366
Maximum585
Range565
Interquartile range (IQR)108

Descriptive statistics

Standard deviation92.48647323
Coefficient of variation (CV)0.4768743702
Kurtosis2.375345008
Mean193.9430571
Median Absolute Deviation (MAD)69.56540126
Skewness1.192543166
Sum4737641
Variance8553.74773
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
173 156 0.1%
 
157 141 0.1%
 
133 139 0.1%
 
175 138 0.1%
 
178 138 0.1%
 
144 138 0.1%
 
183 137 0.1%
 
158 136 0.1%
 
182 136 0.1%
 
168 135 0.1%
 
Other values (545) 23034 17.7%
 
(Missing) 105729 81.2%
 
ValueCountFrequency (%) 
20 127 0.1%
 
21 14 < 0.1%
 
22 6 < 0.1%
 
23 9 < 0.1%
 
24 17 < 0.1%
 
ValueCountFrequency (%) 
585 121 0.1%
 
584 3 < 0.1%
 
583 1 < 0.1%
 
582 1 < 0.1%
 
581 2 < 0.1%
 

h1_platelets_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count556
Unique (%)0.4%
Missing105729
Missing (%)81.2%
Infinite0
Infinite (%)0.0%
Mean193.1235058130015
Minimum20.0
Maximum585.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum20
5-th percentile73
Q1130
median179
Q3238
95-th percentile365
Maximum585
Range565
Interquartile range (IQR)108

Descriptive statistics

Standard deviation92.69275879
Coefficient of variation (CV)0.4799662185
Kurtosis2.357805189
Mean193.1235058
Median Absolute Deviation (MAD)69.78294141
Skewness1.190357635
Sum4717621
Variance8591.947533
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
173 153 0.1%
 
144 141 0.1%
 
133 141 0.1%
 
157 140 0.1%
 
183 139 0.1%
 
175 139 0.1%
 
178 138 0.1%
 
159 136 0.1%
 
139 135 0.1%
 
158 134 0.1%
 
Other values (545) 23032 17.7%
 
(Missing) 105729 81.2%
 
ValueCountFrequency (%) 
20 131 0.1%
 
21 17 < 0.1%
 
22 6 < 0.1%
 
23 9 < 0.1%
 
24 15 < 0.1%
 
ValueCountFrequency (%) 
585 121 0.1%
 
584 3 < 0.1%
 
583 1 < 0.1%
 
582 1 < 0.1%
 
581 2 < 0.1%
 

h1_potassium_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count116
Unique (%)0.1%
Missing100821
Missing (%)77.5%
Infinite0
Infinite (%)0.0%
Mean4.188984183256068
Minimum2.5
Maximum7.2
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum2.5
5-th percentile3.1
Q13.7
median4.1
Q34.5
95-th percentile5.7
Maximum7.2
Range4.7
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.7601831552
Coefficient of variation (CV)0.1814719564
Kurtosis1.804081125
Mean4.188984183
Median Absolute Deviation (MAD)0.5650268612
Skewness0.9649406069
Sum122888.04
Variance0.5778784295
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.1 1986 1.5%
 
4 1973 1.5%
 
3.9 1903 1.5%
 
3.8 1863 1.4%
 
4.2 1812 1.4%
 
4.3 1748 1.3%
 
3.7 1598 1.2%
 
4.4 1429 1.1%
 
3.6 1402 1.1%
 
4.5 1282 1.0%
 
Other values (105) 12340 9.5%
 
(Missing) 100821 77.5%
 
ValueCountFrequency (%) 
2.5 197 0.2%
 
2.6 74 0.1%
 
2.7 116 0.1%
 
2.8 160 0.1%
 
2.81 1 < 0.1%
 
ValueCountFrequency (%) 
7.2 140 0.1%
 
7.1 20 < 0.1%
 
7 29 < 0.1%
 
6.9 32 < 0.1%
 
6.8 43 < 0.1%
 

h1_potassium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count114
Unique (%)0.1%
Missing100821
Missing (%)77.5%
Infinite0
Infinite (%)0.0%
Mean4.147027883828742
Minimum2.5
Maximum7.1
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum2.5
5-th percentile3.1
Q13.7
median4.1
Q34.5
95-th percentile5.6
Maximum7.1
Range4.6
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.7494634945
Coefficient of variation (CV)0.180723042
Kurtosis1.797855004
Mean4.147027884
Median Absolute Deviation (MAD)0.5578587403
Skewness0.9516525488
Sum121657.21
Variance0.5616955296
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4.1 2013 1.5%
 
3.9 1945 1.5%
 
3.8 1944 1.5%
 
4 1940 1.5%
 
4.2 1786 1.4%
 
3.7 1690 1.3%
 
4.3 1652 1.3%
 
3.6 1463 1.1%
 
4.4 1418 1.1%
 
3.5 1294 1.0%
 
Other values (103) 12191 9.4%
 
(Missing) 100821 77.5%
 
ValueCountFrequency (%) 
2.5 227 0.2%
 
2.6 82 0.1%
 
2.7 132 0.1%
 
2.8 188 0.1%
 
2.9 269 0.2%
 
ValueCountFrequency (%) 
7.1 144 0.1%
 
7 23 < 0.1%
 
6.9 29 < 0.1%
 
6.8 41 < 0.1%
 
6.7 50 < 0.1%
 

h1_resprate_max
Real number (ℝ≥0)

MISSING
Distinct count51
Unique (%)< 0.1%
Missing6454
Missing (%)5.0%
Infinite0
Infinite (%)0.0%
Mean22.54352764282192
Minimum10.0
Maximum59.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile14
Q118
median21
Q326
95-th percentile37
Maximum59
Range49
Interquartile range (IQR)8

Descriptive statistics

Standard deviation7.441327837
Coefficient of variation (CV)0.3300871077
Kurtosis3.930823794
Mean22.54352764
Median Absolute Deviation (MAD)5.479834792
Skewness1.549262808
Sum2788702
Variance55.37335997
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
20 11124 8.5%
 
18 10374 8.0%
 
16 8047 6.2%
 
22 8008 6.2%
 
19 7610 5.8%
 
21 7463 5.7%
 
24 6750 5.2%
 
17 6366 4.9%
 
23 6110 4.7%
 
25 4986 3.8%
 
Other values (40) 46865 36.0%
 
(Missing) 6454 5.0%
 
ValueCountFrequency (%) 
10 1100 0.8%
 
11 624 0.5%
 
12 2295 1.8%
 
13 1876 1.4%
 
14 4264 3.3%
 
ValueCountFrequency (%) 
59 605 0.5%
 
58 42 < 0.1%
 
57 47 < 0.1%
 
56 53 < 0.1%
 
55 68 0.1%
 

h1_resprate_min
Real number (ℝ≥0)

MISSING
Distinct count95
Unique (%)0.1%
Missing6454
Missing (%)5.0%
Infinite0
Infinite (%)0.0%
Mean17.08424209598797
Minimum0.0
Maximum189.0
Zeros905
Zeros (%)0.7%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile10
Q113
median16
Q320
95-th percentile28
Maximum189
Range189
Interquartile range (IQR)7

Descriptive statistics

Standard deviation5.933457947
Coefficient of variation (CV)0.3473058924
Kurtosis17.73373164
Mean17.0842421
Median Absolute Deviation (MAD)4.29822193
Skewness1.697654285
Sum2113372
Variance35.20592321
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
16 12833 9.9%
 
14 11539 8.9%
 
18 10486 8.1%
 
12 9656 7.4%
 
15 9391 7.2%
 
20 8030 6.2%
 
17 7880 6.1%
 
13 6955 5.3%
 
19 6078 4.7%
 
11 4425 3.4%
 
Other values (84) 36430 28.0%
 
(Missing) 6454 5.0%
 
ValueCountFrequency (%) 
0 905 0.7%
 
1 58 < 0.1%
 
2 56 < 0.1%
 
3 86 0.1%
 
4 139 0.1%
 
ValueCountFrequency (%) 
189 1 < 0.1%
 
129 1 < 0.1%
 
127 1 < 0.1%
 
125 1 < 0.1%
 
118 1 < 0.1%
 

h1_sodium_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count100
Unique (%)0.1%
Missing101781
Missing (%)78.2%
Infinite0
Infinite (%)0.0%
Mean138.16720468001128
Minimum114.0
Maximum157.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum114
5-th percentile129
Q1136
median139
Q3141
95-th percentile146
Maximum157
Range43
Interquartile range (IQR)5

Descriptive statistics

Standard deviation5.711628391
Coefficient of variation (CV)0.04133852461
Kurtosis3.217820691
Mean138.1672047
Median Absolute Deviation (MAD)4.055239918
Skewness-0.8028302187
Sum3920632.6
Variance32.62269888
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 2725 2.1%
 
140 2643 2.0%
 
138 2621 2.0%
 
141 2352 1.8%
 
137 2305 1.8%
 
136 1942 1.5%
 
142 1883 1.4%
 
135 1556 1.2%
 
143 1435 1.1%
 
134 1243 1.0%
 
Other values (89) 7671 5.9%
 
(Missing) 101781 78.2%
 
ValueCountFrequency (%) 
114 178 0.1%
 
115 26 < 0.1%
 
116 42 < 0.1%
 
117 46 < 0.1%
 
118 40 < 0.1%
 
ValueCountFrequency (%) 
157 132 0.1%
 
156 27 < 0.1%
 
155 28 < 0.1%
 
154 34 < 0.1%
 
153 59 < 0.1%
 

h1_sodium_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count114
Unique (%)0.1%
Missing101781
Missing (%)78.2%
Infinite0
Infinite (%)0.0%
Mean137.8798139272625
Minimum114.0
Maximum157.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum114
5-th percentile128
Q1135
median138
Q3141
95-th percentile146
Maximum157
Range43
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.658036201
Coefficient of variation (CV)0.04103600114
Kurtosis3.230482911
Mean137.8798139
Median Absolute Deviation (MAD)4.014846334
Skewness-0.8025349745
Sum3912477.6
Variance32.01337365
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 2775 2.1%
 
138 2684 2.1%
 
140 2565 2.0%
 
137 2430 1.9%
 
141 2216 1.7%
 
136 2061 1.6%
 
142 1758 1.4%
 
135 1660 1.3%
 
134 1346 1.0%
 
143 1307 1.0%
 
Other values (103) 7574 5.8%
 
(Missing) 101781 78.2%
 
ValueCountFrequency (%) 
114 183 0.1%
 
115 26 < 0.1%
 
116 42 < 0.1%
 
117 47 < 0.1%
 
118 40 < 0.1%
 
ValueCountFrequency (%) 
157 122 0.1%
 
156 19 < 0.1%
 
155 27 < 0.1%
 
154 28 < 0.1%
 
153 55 < 0.1%
 

h1_spo2_max
Real number (ℝ≥0)

MISSING
Distinct count80
Unique (%)0.1%
Missing6242
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean98.09690513658556
Minimum0.0
Maximum100.0
Zeros13
Zeros (%)< 0.1%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile94
Q197
median99
Q3100
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.114242043
Coefficient of variation (CV)0.03174658812
Kurtosis229.8185219
Mean98.09690514
Median Absolute Deviation (MAD)1.876757365
Skewness-10.02163579
Sum12155678
Variance9.698503503
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 52434 40.3%
 
99 18262 14.0%
 
98 15964 12.3%
 
97 12658 9.7%
 
96 9194 7.1%
 
95 6013 4.6%
 
94 3741 2.9%
 
93 2103 1.6%
 
92 1333 1.0%
 
91 638 0.5%
 
Other values (69) 1575 1.2%
 
(Missing) 6242 4.8%
 
ValueCountFrequency (%) 
0 13 < 0.1%
 
2 2 < 0.1%
 
7 1 < 0.1%
 
10 2 < 0.1%
 
12 1 < 0.1%
 
ValueCountFrequency (%) 
100 52434 40.3%
 
99 18262 14.0%
 
98 15964 12.3%
 
97 12658 9.7%
 
96 9194 7.1%
 

h1_spo2_min
Real number (ℝ≥0)

MISSING
Distinct count102
Unique (%)0.1%
Missing6242
Missing (%)4.8%
Infinite0
Infinite (%)0.0%
Mean95.2545212444014
Minimum0.0
Maximum100.0
Zeros67
Zeros (%)0.1%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile87
Q194
median96
Q399
95-th percentile100
Maximum100
Range100
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.468138799
Coefficient of variation (CV)0.06790374582
Kurtosis70.14567435
Mean95.25452124
Median Absolute Deviation (MAD)3.5477667
Skewness-6.505720336
Sum11803464
Variance41.83681952
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 21108 16.2%
 
98 13922 10.7%
 
97 13915 10.7%
 
96 13182 10.1%
 
99 12630 9.7%
 
95 11550 8.9%
 
94 9159 7.0%
 
93 7099 5.5%
 
92 5429 4.2%
 
91 3664 2.8%
 
Other values (91) 12257 9.4%
 
(Missing) 6242 4.8%
 
ValueCountFrequency (%) 
0 67 0.1%
 
1 4 < 0.1%
 
2 14 < 0.1%
 
3 5 < 0.1%
 
4 5 < 0.1%
 
ValueCountFrequency (%) 
100 21108 16.2%
 
99 12630 9.7%
 
98 13922 10.7%
 
97 13915 10.7%
 
96 13182 10.1%
 

h1_sysbp_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count150
Unique (%)0.1%
Missing5519
Missing (%)4.2%
Infinite0
Infinite (%)0.0%
Mean133.2625844445514
Minimum75.0
Maximum223.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum75
5-th percentile93
Q1113
median131
Q3150
95-th percentile183
Maximum223
Range148
Interquartile range (IQR)37

Descriptive statistics

Standard deviation27.45203674
Coefficient of variation (CV)0.2059995823
Kurtosis0.2428680186
Mean133.2625844
Median Absolute Deviation (MAD)21.83048556
Skewness0.5461780062
Sum16609582
Variance753.6143211
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
124 1906 1.5%
 
122 1894 1.5%
 
119 1880 1.4%
 
118 1879 1.4%
 
132 1851 1.4%
 
128 1841 1.4%
 
126 1832 1.4%
 
125 1829 1.4%
 
127 1829 1.4%
 
130 1823 1.4%
 
Other values (139) 106074 81.5%
 
(Missing) 5519 4.2%
 
ValueCountFrequency (%) 
75 681 0.5%
 
76 81 0.1%
 
77 93 0.1%
 
78 122 0.1%
 
79 115 0.1%
 
ValueCountFrequency (%) 
223 595 0.5%
 
222 50 < 0.1%
 
221 35 < 0.1%
 
220 53 < 0.1%
 
219 47 < 0.1%
 

h1_sysbp_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count143
Unique (%)0.1%
Missing5519
Missing (%)4.2%
Infinite0
Infinite (%)0.0%
Mean115.95198093679295
Minimum53.0
Maximum194.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum53
5-th percentile75
Q197
median114
Q3133
95-th percentile162
Maximum194
Range141
Interquartile range (IQR)36

Descriptive statistics

Standard deviation26.31581748
Coefficient of variation (CV)0.226954445
Kurtosis-0.03954294324
Mean115.9519809
Median Absolute Deviation (MAD)21.04089904
Skewness0.2891391146
Sum14452023
Variance692.5222495
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
110 1994 1.5%
 
106 1952 1.5%
 
118 1943 1.5%
 
114 1930 1.5%
 
108 1906 1.5%
 
112 1892 1.5%
 
105 1882 1.4%
 
104 1867 1.4%
 
113 1857 1.4%
 
119 1849 1.4%
 
Other values (132) 105566 81.1%
 
(Missing) 5519 4.2%
 
ValueCountFrequency (%) 
53 714 0.5%
 
54 76 0.1%
 
55 92 0.1%
 
56 89 0.1%
 
57 111 0.1%
 
ValueCountFrequency (%) 
194 615 0.5%
 
193 37 < 0.1%
 
192 57 < 0.1%
 
191 57 < 0.1%
 
190 68 0.1%
 

h1_sysbp_noninvasive_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count150
Unique (%)0.1%
Missing11330
Missing (%)8.7%
Infinite0
Infinite (%)0.0%
Mean133.05913639156083
Minimum75.0
Maximum223.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum75
5-th percentile93
Q1113
median130
Q3150
95-th percentile183
Maximum223
Range148
Interquartile range (IQR)37

Descriptive statistics

Standard deviation27.5732459
Coefficient of variation (CV)0.2072254987
Kurtosis0.2290227368
Mean133.0591364
Median Absolute Deviation (MAD)21.93950645
Skewness0.5487019658
Sum15811018
Variance760.2838895
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
119 1815 1.4%
 
118 1777 1.4%
 
122 1775 1.4%
 
124 1767 1.4%
 
127 1752 1.3%
 
128 1747 1.3%
 
132 1741 1.3%
 
125 1736 1.3%
 
117 1724 1.3%
 
130 1712 1.3%
 
Other values (139) 101281 77.8%
 
(Missing) 11330 8.7%
 
ValueCountFrequency (%) 
75 663 0.5%
 
76 80 0.1%
 
77 93 0.1%
 
78 120 0.1%
 
79 114 0.1%
 
ValueCountFrequency (%) 
223 559 0.4%
 
222 49 < 0.1%
 
221 33 < 0.1%
 
220 52 < 0.1%
 
219 46 < 0.1%
 

h1_sysbp_noninvasive_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count144
Unique (%)0.1%
Missing11330
Missing (%)8.7%
Infinite0
Infinite (%)0.0%
Mean116.08223720198272
Minimum53.0
Maximum195.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum53
5-th percentile75
Q198
median115
Q3133
95-th percentile162
Maximum195
Range142
Interquartile range (IQR)35

Descriptive statistics

Standard deviation26.42217862
Coefficient of variation (CV)0.2276160355
Kurtosis-0.03430017688
Mean116.0822372
Median Absolute Deviation (MAD)21.11468076
Skewness0.2809745025
Sum13793704
Variance698.1315232
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
110 1877 1.4%
 
118 1855 1.4%
 
106 1838 1.4%
 
114 1820 1.4%
 
105 1808 1.4%
 
112 1794 1.4%
 
108 1794 1.4%
 
119 1784 1.4%
 
113 1784 1.4%
 
115 1773 1.4%
 
Other values (133) 100700 77.4%
 
(Missing) 11330 8.7%
 
ValueCountFrequency (%) 
53 703 0.5%
 
54 74 0.1%
 
55 90 0.1%
 
56 87 0.1%
 
57 110 0.1%
 
ValueCountFrequency (%) 
195 557 0.4%
 
194 38 < 0.1%
 
193 36 < 0.1%
 
192 56 < 0.1%
 
191 58 < 0.1%
 

h1_temp_max
Real number (ℝ≥0)

MISSING
Distinct count384
Unique (%)0.3%
Missing29703
Missing (%)22.8%
Infinite0
Infinite (%)0.0%
Mean36.72259680751588
Minimum33.4
Maximum39.5
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum33.4
5-th percentile35.6
Q136.4
median36.7
Q337.1
95-th percentile38
Maximum39.5
Range6.1
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.7737436966
Coefficient of variation (CV)0.02106996138
Kurtosis3.964457534
Mean36.72259681
Median Absolute Deviation (MAD)0.5157152031
Skewness-0.3318181021
Sum3688931.74
Variance0.5986793081
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.7 8801 6.8%
 
36.8 8731 6.7%
 
36.6 8431 6.5%
 
36.4 7241 5.6%
 
36.9 7027 5.4%
 
36.5 5432 4.2%
 
37.1 4964 3.8%
 
37 4889 3.8%
 
36.3 4391 3.4%
 
37.2 3819 2.9%
 
Other values (373) 36728 28.2%
 
(Missing) 29703 22.8%
 
ValueCountFrequency (%) 
33.4 651 0.5%
 
33.44444444 1 < 0.1%
 
33.47 1 < 0.1%
 
33.5 35 < 0.1%
 
33.55824 1 < 0.1%
 
ValueCountFrequency (%) 
39.5 417 0.3%
 
39.4476 1 < 0.1%
 
39.44 2 < 0.1%
 
39.4 155 0.1%
 
39.38 2 < 0.1%
 

h1_temp_min
Real number (ℝ≥0)

MISSING
Distinct count393
Unique (%)0.3%
Missing29703
Missing (%)22.8%
Infinite0
Infinite (%)0.0%
Mean36.613964495457125
Minimum32.9
Maximum39.3
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum32.9
5-th percentile35.3
Q136.3
median36.7
Q337
95-th percentile37.8
Maximum39.3
Range6.4
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.7968524786
Coefficient of variation (CV)0.02176362187
Kurtosis4.834946751
Mean36.6139645
Median Absolute Deviation (MAD)0.5250749331
Skewness-0.8670371576
Sum3678019.189
Variance0.6349738726
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.7 8729 6.7%
 
36.6 8621 6.6%
 
36.8 8246 6.3%
 
36.4 7788 6.0%
 
36.9 6453 5.0%
 
36.5 5769 4.4%
 
36.3 5009 3.8%
 
37.1 4375 3.4%
 
37 4326 3.3%
 
36.2 3604 2.8%
 
Other values (382) 37534 28.8%
 
(Missing) 29703 22.8%
 
ValueCountFrequency (%) 
32.9 625 0.5%
 
32.94 2 < 0.1%
 
33 51 < 0.1%
 
33.05 1 < 0.1%
 
33.09 1 < 0.1%
 
ValueCountFrequency (%) 
39.3 408 0.3%
 
39.27 2 < 0.1%
 
39.22 1 < 0.1%
 
39.2 112 0.1%
 
39.16666667 1 < 0.1%
 

h1_wbc_max
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count2133
Unique (%)1.6%
Missing105986
Missing (%)81.4%
Infinite0
Infinite (%)0.0%
Mean13.387873153779323
Minimum1.1
Maximum44.102
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1.1
5-th percentile4.8
Q18.6
median12.1
Q316.7
95-th percentile26.5
Maximum44.102
Range43.002
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation6.933160533
Coefficient of variation (CV)0.517868705
Kurtosis2.684110575
Mean13.38787315
Median Absolute Deviation (MAD)5.213795492
Skewness1.30958275
Sum323598.282
Variance48.06871498
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.6 176 0.1%
 
10.1 164 0.1%
 
9.3 162 0.1%
 
10.8 159 0.1%
 
9.6 159 0.1%
 
13.6 158 0.1%
 
9.8 158 0.1%
 
10.7 156 0.1%
 
9.2 156 0.1%
 
9 155 0.1%
 
Other values (2122) 22568 17.3%
 
(Missing) 105986 81.4%
 
ValueCountFrequency (%) 
1.1 127 0.1%
 
1.11 1 < 0.1%
 
1.13 1 < 0.1%
 
1.18 1 < 0.1%
 
1.19 1 < 0.1%
 
ValueCountFrequency (%) 
44.102 121 0.1%
 
44 2 < 0.1%
 
43.71 1 < 0.1%
 
43.53 1 < 0.1%
 
43.5 1 < 0.1%
 

h1_wbc_min
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count2129
Unique (%)1.6%
Missing105986
Missing (%)81.4%
Infinite0
Infinite (%)0.0%
Mean13.336484953042904
Minimum1.0898
Maximum44.102
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1.0898
5-th percentile4.8
Q18.5
median12.1
Q316.6
95-th percentile26.4
Maximum44.102
Range43.0122
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation6.915141755
Coefficient of variation (CV)0.5185130699
Kurtosis2.725579412
Mean13.33648495
Median Absolute Deviation (MAD)5.197149986
Skewness1.317300625
Sum322356.1778
Variance47.81918549
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10.6 173 0.1%
 
10.1 162 0.1%
 
9.8 162 0.1%
 
10.8 161 0.1%
 
9.6 160 0.1%
 
10.7 160 0.1%
 
9.3 159 0.1%
 
13.6 157 0.1%
 
12.9 157 0.1%
 
10 157 0.1%
 
Other values (2118) 22563 17.3%
 
(Missing) 105986 81.4%
 
ValueCountFrequency (%) 
1.0898 121 0.1%
 
1.1 10 < 0.1%
 
1.11 1 < 0.1%
 
1.13 1 < 0.1%
 
1.18 1 < 0.1%
 
ValueCountFrequency (%) 
44.102 121 0.1%
 
44 2 < 0.1%
 
43.71 1 < 0.1%
 
43.53 1 < 0.1%
 
43.5 1 < 0.1%
 

heart_rate_apache
Real number (ℝ≥0)

Distinct count150
Unique (%)0.1%
Missing309
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean99.85452991189699
Minimum30.0
Maximum178.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum30
5-th percentile47
Q187
median104
Q3120
95-th percentile146
Maximum178
Range148
Interquartile range (IQR)33

Descriptive statistics

Standard deviation30.75950531
Coefficient of variation (CV)0.3080431638
Kurtosis-0.4470474793
Mean99.85452991
Median Absolute Deviation (MAD)24.18631365
Skewness-0.2699468857
Sum12965911
Variance946.1471672
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
100 2609 2.0%
 
102 2509 1.9%
 
108 2464 1.9%
 
104 2426 1.9%
 
106 2391 1.8%
 
98 2347 1.8%
 
110 2345 1.8%
 
112 2297 1.8%
 
96 2273 1.7%
 
60 2264 1.7%
 
Other values (139) 105923 81.4%
 
ValueCountFrequency (%) 
30 745 0.6%
 
31 97 0.1%
 
32 129 0.1%
 
33 109 0.1%
 
34 144 0.1%
 
ValueCountFrequency (%) 
178 627 0.5%
 
177 49 < 0.1%
 
176 51 < 0.1%
 
175 66 0.1%
 
174 79 0.1%
 

height
Real number (ℝ≥0)

MISSING
Distinct count444
Unique (%)0.3%
Missing2077
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean169.60721892567148
Minimum137.2
Maximum195.59
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum137.2
5-th percentile152.4
Q1162.5
median170.1
Q3177.8
95-th percentile187.9
Maximum195.59
Range58.39
Interquartile range (IQR)15.3

Descriptive statistics

Standard deviation10.83308542
Coefficient of variation (CV)0.06387160574
Kurtosis-0.3913951999
Mean169.6072189
Median Absolute Deviation (MAD)8.902114556
Skewness-0.1034313995
Sum21723292.6
Variance117.3557397
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
177.8 7357 5.7%
 
167.6 7352 5.6%
 
160 7319 5.6%
 
172.7 6800 5.2%
 
165.1 6707 5.2%
 
170.2 5900 4.5%
 
162.6 5689 4.4%
 
182.9 5243 4.0%
 
175.3 5125 3.9%
 
180.3 4973 3.8%
 
Other values (433) 65615 50.4%
 
ValueCountFrequency (%) 
137.2 657 0.5%
 
137.6 1 < 0.1%
 
138 5 < 0.1%
 
138.5 1 < 0.1%
 
139 9 < 0.1%
 
ValueCountFrequency (%) 
195.59 639 0.5%
 
195.58 5 < 0.1%
 
195.5 38 < 0.1%
 
195.3 1 < 0.1%
 
195 29 < 0.1%
 

hematocrit_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count354
Unique (%)0.3%
Missing26758
Missing (%)20.6%
Infinite0
Infinite (%)0.0%
Mean32.97581698082187
Minimum16.2
Maximum51.4
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum16.2
5-th percentile21.7
Q128
median33.1
Q337.9
95-th percentile43.8
Maximum51.4
Range35.2
Interquartile range (IQR)9.9

Descriptive statistics

Standard deviation6.834576364
Coefficient of variation (CV)0.2072602589
Kurtosis-0.3445734369
Mean32.97581698
Median Absolute Deviation (MAD)5.561314692
Skewness0.006664431858
Sum3409666.5
Variance46.71143407
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
34 950 0.7%
 
36 949 0.7%
 
35 943 0.7%
 
33 923 0.7%
 
32 896 0.7%
 
31 853 0.7%
 
37 837 0.6%
 
29 834 0.6%
 
30 816 0.6%
 
28 811 0.6%
 
Other values (343) 94587 72.7%
 
(Missing) 26758 20.6%
 
ValueCountFrequency (%) 
16.2 543 0.4%
 
16.3 25 < 0.1%
 
16.4 26 < 0.1%
 
16.5 29 < 0.1%
 
16.6 13 < 0.1%
 
ValueCountFrequency (%) 
51.4 509 0.4%
 
51.3 20 < 0.1%
 
51.2 16 < 0.1%
 
51.1 18 < 0.1%
 
51 34 < 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
128387
1
 
1770
ValueCountFrequency (%) 
0 128387 98.6%
 
1 1770 1.4%
 

hospital_admit_source
Categorical

MISSING
Distinct count16
Unique (%)< 0.1%
Missing33198
Missing (%)25.5%
Memory size1017.0 KiB
Emergency Department
51258
Operating Room
13757
Floor
11324
Direct Admit
 
8253
Recovery Room
 
4563
Other values (10)
 
7804
ValueCountFrequency (%) 
Emergency Department 51258 39.4%
 
Operating Room 13757 10.6%
 
Floor 11324 8.7%
 
Direct Admit 8253 6.3%
 
Recovery Room 4563 3.5%
 
Other Hospital 2417 1.9%
 
Acute Care/Floor 2097 1.6%
 
Step-Down Unit (SDU) 1607 1.2%
 
PACU 1031 0.8%
 
Other ICU 283 0.2%
 
Other values (5) 369 0.3%
 
(Missing) 33198 25.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length12.62863311
Min length3
Scatter

hospital_id
Real number (ℝ≥0)

Distinct count204
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean106.10213050392987
Minimum1
Maximum204
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile8
Q149
median112
Q3165
95-th percentile196
Maximum204
Range203
Interquartile range (IQR)116

Descriptive statistics

Standard deviation63.4822766
Coefficient of variation (CV)0.5983129302
Kurtosis-1.350795386
Mean106.1021305
Median Absolute Deviation (MAD)55.98215222
Skewness-0.1163887832
Sum13809935
Variance4029.999442
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 198.5 199.5 202.5 203.5 204. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
118 4306 3.3%
 
19 3885 3.0%
 
188 3075 2.4%
 
86 2962 2.3%
 
7 2944 2.3%
 
161 2748 2.1%
 
70 2738 2.1%
 
175 2732 2.1%
 
196 2715 2.1%
 
176 2565 2.0%
 
Other values (194) 99487 76.4%
 
ValueCountFrequency (%) 
1 1168 0.9%
 
2 1280 1.0%
 
3 45 < 0.1%
 
4 7 < 0.1%
 
5 413 0.3%
 
ValueCountFrequency (%) 
204 1221 0.9%
 
203 1562 1.2%
 
202 307 0.2%
 
201 290 0.2%
 
200 367 0.3%
 

icu_admit_source
Categorical

Distinct count6
Unique (%)< 0.1%
Missing240
Missing (%)0.2%
Memory size1017.0 KiB
Accident & Emergency
76846
Operating Room / Recovery
27436
Floor
21459
Other Hospital
 
3464
Other ICU
 
712
ValueCountFrequency (%) 
Accident & Emergency 76846 59.0%
 
Operating Room / Recovery 27436 21.1%
 
Floor 21459 16.5%
 
Other Hospital 3464 2.7%
 
Other ICU 712 0.5%
 
(Missing) 240 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length25
Mean length18.32970182
Min length3
Scatter

icu_id
Real number (ℝ≥0)

Distinct count328
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean662.4283442304294
Minimum82
Maximum1111
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum82
5-th percentile109
Q1427
median653
Q3969
95-th percentile1074
Maximum1111
Range1029
Interquartile range (IQR)542

Descriptive statistics

Standard deviation304.2598431
Coefficient of variation (CV)0.4593098193
Kurtosis-1.112583219
Mean662.4283442
Median Absolute Deviation (MAD)261.9371586
Skewness-0.2230913704
Sum86219686
Variance92574.05213
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 82. 82.5 89.5 90.5 91.5 ... 1095.5 1104.5 1106.5 1110. 1111. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1019 1344 1.0%
 
646 1312 1.0%
 
653 1296 1.0%
 
876 1280 1.0%
 
413 1219 0.9%
 
998 1184 0.9%
 
236 1132 0.9%
 
337 1093 0.8%
 
1012 1081 0.8%
 
1078 1067 0.8%
 
Other values (318) 118149 90.8%
 
ValueCountFrequency (%) 
82 150 0.1%
 
83 185 0.1%
 
85 270 0.2%
 
87 233 0.2%
 
89 142 0.1%
 
ValueCountFrequency (%) 
1111 283 0.2%
 
1109 811 0.6%
 
1108 464 0.4%
 
1107 495 0.4%
 
1106 354 0.3%
 

icu_stay_type
Categorical

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
admit
124741
transfer
 
4801
readmit
 
615
ValueCountFrequency (%) 
admit 124741 95.8%
 
transfer 4801 3.7%
 
readmit 615 0.5%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length8
Mean length5.120108792
Min length5
Scatter

icu_type
Categorical

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
Med-Surg ICU
71468
CCU-CTICU
 
11220
MICU
 
10944
Neuro ICU
 
10533
Cardiac ICU
 
8276
Other values (3)
17716
ValueCountFrequency (%) 
Med-Surg ICU 71468 54.9%
 
CCU-CTICU 11220 8.6%
 
MICU 10944 8.4%
 
Neuro ICU 10533 8.1%
 
Cardiac ICU 8276 6.4%
 
SICU 8258 6.3%
 
CSICU 4981 3.8%
 
CTICU 4477 3.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length12
Mean length9.746129674
Min length4
Scatter
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
126816
1
 
3341
ValueCountFrequency (%) 
0 126816 97.4%
 
1 3341 2.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
109771
1
 
20386
ValueCountFrequency (%) 
0 109771 84.3%
 
1 20386 15.7%
 

leukemia
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
129206
1
 
951
ValueCountFrequency (%) 
0 129206 99.3%
 
1 951 0.7%
 

lymphoma
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
129612
1
 
545
ValueCountFrequency (%) 
0 129612 99.6%
 
1 545 0.4%
 

map_apache
Real number (ℝ≥0)

Distinct count173
Unique (%)0.1%
Missing420
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean87.19304631677933
Minimum40.0
Maximum200.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum40
5-th percentile42
Q154
median66
Q3124
95-th percentile164
Maximum200
Range160
Interquartile range (IQR)70

Descriptive statistics

Standard deviation41.90810855
Coefficient of variation (CV)0.480635903
Kurtosis-0.7248682927
Mean87.19304632
Median Absolute Deviation (MAD)37.71141492
Skewness0.7417683242
Sum11312164.25
Variance1756.289562
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
56 3031 2.3%
 
54 2922 2.2%
 
58 2905 2.2%
 
53 2801 2.2%
 
55 2800 2.2%
 
60 2795 2.1%
 
40 2753 2.1%
 
57 2721 2.1%
 
52 2709 2.1%
 
59 2684 2.1%
 
Other values (162) 101616 78.1%
 
ValueCountFrequency (%) 
40 2753 2.1%
 
41 2115 1.6%
 
42 2064 1.6%
 
42.66 1 < 0.1%
 
43 1927 1.5%
 
ValueCountFrequency (%) 
200 202 0.2%
 
199 179 0.1%
 
198 148 0.1%
 
197 169 0.1%
 
196 165 0.1%
 

pao2_apache
Real number (ℝ≥0)

MISSING
Distinct count2044
Unique (%)1.6%
Missing99720
Missing (%)76.6%
Infinite0
Infinite (%)0.0%
Mean132.06173735913526
Minimum31.0
Maximum498.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum31
5-th percentile54
Q177
median104
Q3156
95-th percentile321
Maximum498
Range467
Interquartile range (IQR)79

Descriptive statistics

Standard deviation84.95882627
Coefficient of variation (CV)0.6433265832
Kurtosis4.177403696
Mean132.0617374
Median Absolute Deviation (MAD)60.76483091
Skewness1.967434933
Sum4019563.1
Variance7218.002161
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
76 303 0.2%
 
78 293 0.2%
 
75 282 0.2%
 
80 275 0.2%
 
71 274 0.2%
 
74 273 0.2%
 
82 273 0.2%
 
73 272 0.2%
 
72 271 0.2%
 
69 270 0.2%
 
Other values (2033) 27651 21.2%
 
(Missing) 99720 76.6%
 
ValueCountFrequency (%) 
31 162 0.1%
 
31.1 1 < 0.1%
 
31.4 1 < 0.1%
 
31.7 2 < 0.1%
 
31.9 1 < 0.1%
 
ValueCountFrequency (%) 
498 149 0.1%
 
497.2 1 < 0.1%
 
497 3 < 0.1%
 
496 5 < 0.1%
 
495.7 1 < 0.1%
 

pre_icu_los_days
Real number (ℝ)

ZEROS
Distinct count10912
Unique (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8399331779169773
Minimum-0.25
Maximum175.62777780000002
Zeros5364
Zeros (%)4.1%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum-0.25
5-th percentile0.000694444
Q10.045833333
median0.155555556
Q30.423611111
95-th percentile4.334861111
Maximum175.6277778
Range175.8777778
Interquartile range (IQR)0.377777778

Descriptive statistics

Standard deviation2.485336765
Coefficient of variation (CV)2.95896963
Kurtosis445.7641909
Mean0.8399331779
Median Absolute Deviation (MAD)1.112483143
Skewness12.66510184
Sum109323.1826
Variance6.176898834
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-2.50000000e-01 -1.34722222e-01 -4.75694445e-02 -1.07638890e-02 -3.47222000e-04 ... 2.72895833e+01 3.56819444e+01 4.99673611e+01 8.61600694e+01 1.75627778e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5364 4.1%
 
0.000694444 1649 1.3%
 
0.001388889 1128 0.9%
 
0.002083333 1016 0.8%
 
0.003472222 927 0.7%
 
0.002777778 921 0.7%
 
0.004861111 844 0.6%
 
0.004166667 826 0.6%
 
0.00625 770 0.6%
 
0.005555556 741 0.6%
 
Other values (10902) 115971 89.1%
 
ValueCountFrequency (%) 
-0.25 1 < 0.1%
 
-0.244444444 1 < 0.1%
 
-0.2375 1 < 0.1%
 
-0.234722222 1 < 0.1%
 
-0.224305556 1 < 0.1%
 
ValueCountFrequency (%) 
175.6277778 1 < 0.1%
 
159.0909722 1 < 0.1%
 
87.95277778 1 < 0.1%
 
84.36736111 1 < 0.1%
 
81.80277778 1 < 0.1%
 

readmission_status
Boolean

CONST
Distinct count1
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
130157
ValueCountFrequency (%) 
0 130157 100.0%
 

resprate_apache
Real number (ℝ≥0)

Distinct count78
Unique (%)0.1%
Missing808
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean25.15060263318619
Minimum4.0
Maximum60.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile5
Q111
median27
Q336
95-th percentile52
Maximum60
Range56
Interquartile range (IQR)25

Descriptive statistics

Standard deviation15.02472982
Coefficient of variation (CV)0.5973904498
Kurtosis-0.903088457
Mean25.15060263
Median Absolute Deviation (MAD)12.96588907
Skewness0.312570615
Sum3253205.3
Variance225.7425062
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
10 6650 5.1%
 
12 6368 4.9%
 
11 5973 4.6%
 
9 5298 4.1%
 
4 5179 4.0%
 
8 4630 3.6%
 
28 4492 3.5%
 
30 4465 3.4%
 
29 4221 3.2%
 
31 3892 3.0%
 
Other values (67) 78181 60.1%
 
ValueCountFrequency (%) 
4 5179 4.0%
 
5 3020 2.3%
 
5.9 2 < 0.1%
 
6 3104 2.4%
 
6.2 1 < 0.1%
 
ValueCountFrequency (%) 
60 1261 1.0%
 
59 864 0.7%
 
58 693 0.5%
 
57 671 0.5%
 
56 690 0.5%
 

sodium_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count120
Unique (%)0.1%
Missing24519
Missing (%)18.8%
Infinite0
Infinite (%)0.0%
Mean137.94526022832693
Minimum117.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile129
Q1135
median138
Q3141
95-th percentile146
Maximum158
Range41
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.303839987
Coefficient of variation (CV)0.03844887442
Kurtosis2.864533276
Mean137.9452602
Median Absolute Deviation (MAD)3.762079802
Skewness-0.2535166362
Sum14572261.4
Variance28.13071861
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
139 10716 8.2%
 
138 10699 8.2%
 
140 9853 7.6%
 
137 9719 7.5%
 
136 8511 6.5%
 
141 8049 6.2%
 
135 6661 5.1%
 
142 6265 4.8%
 
134 5374 4.1%
 
143 4125 3.2%
 
Other values (109) 25666 19.7%
 
(Missing) 24519 18.8%
 
ValueCountFrequency (%) 
117 662 0.5%
 
118 93 0.1%
 
119 122 0.1%
 
120 127 0.1%
 
120.4 1 < 0.1%
 
ValueCountFrequency (%) 
158 474 0.4%
 
157 84 0.1%
 
156 96 0.1%
 
155 146 0.1%
 
154 153 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
127443
1
 
2714
ValueCountFrequency (%) 
0 127443 97.9%
 
1 2714 2.1%
 

temp_apache
Real number (ℝ≥0)

MISSING
Distinct count208
Unique (%)0.2%
Missing6611
Missing (%)5.1%
Infinite0
Infinite (%)0.0%
Mean36.42063806193644
Minimum32.1
Maximum39.7
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum32.1
5-th percentile35.2
Q136.2
median36.5
Q336.7
95-th percentile37.3
Maximum39.7
Range7.6
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.8575843378
Coefficient of variation (CV)0.0235466588
Kurtosis8.54961244
Mean36.42063806
Median Absolute Deviation (MAD)0.5038093015
Skewness-0.979678418
Sum4499624.15
Variance0.7354508964
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36.4 13118 10.1%
 
36.6 12050 9.3%
 
36.7 11516 8.8%
 
36.3 9139 7.0%
 
36.5 8813 6.8%
 
36.8 8284 6.4%
 
36.2 6413 4.9%
 
36.1 6007 4.6%
 
36.9 5503 4.2%
 
36 4322 3.3%
 
Other values (197) 38381 29.5%
 
(Missing) 6611 5.1%
 
ValueCountFrequency (%) 
32.1 789 0.6%
 
32.16 1 < 0.1%
 
32.2 93 0.1%
 
32.22 1 < 0.1%
 
32.27 1 < 0.1%
 
ValueCountFrequency (%) 
39.7 566 0.4%
 
39.66 4 < 0.1%
 
39.61 7 < 0.1%
 
39.6 153 0.1%
 
39.55 9 < 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1017.0 KiB
0
87149
1
43008
ValueCountFrequency (%) 
0 87149 67.0%
 
1 43008 33.0%
 

wbc_apache
Real number (ℝ≥0)

MISSING
HIGH CORRELATION
Distinct count3125
Unique (%)2.4%
Missing29475
Missing (%)22.6%
Infinite0
Infinite (%)0.0%
Mean12.187662144176715
Minimum0.9
Maximum45.8
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile4.3
Q17.5
median10.47
Q315.3
95-th percentile25.1
Maximum45.8
Range44.9
Interquartile range (IQR)7.8

Descriptive statistics

Standard deviation6.931023209
Coefficient of variation (CV)0.5686917743
Kurtosis4.115657918
Mean12.18766214
Median Absolute Deviation (MAD)5.139546396
Skewness1.64838495
Sum1227078.2
Variance48.03908273
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
8.4 815 0.6%
 
8 808 0.6%
 
7.4 806 0.6%
 
7.8 801 0.6%
 
7.9 793 0.6%
 
7.6 787 0.6%
 
8.8 784 0.6%
 
8.2 773 0.6%
 
7 766 0.6%
 
8.6 764 0.6%
 
Other values (3114) 92785 71.3%
 
(Missing) 29475 22.6%
 
ValueCountFrequency (%) 
0.9 535 0.4%
 
0.92 1 < 0.1%
 
0.93 1 < 0.1%
 
0.94 1 < 0.1%
 
0.95 1 < 0.1%
 
ValueCountFrequency (%) 
45.8 500 0.4%
 
45.7 6 < 0.1%
 
45.68 2 < 0.1%
 
45.6 2 < 0.1%
 
45.5 3 < 0.1%
 

weight
Real number (ℝ≥0)

MISSING
Distinct count3637
Unique (%)2.8%
Missing3463
Missing (%)2.7%
Infinite0
Infinite (%)0.0%
Mean83.79110431433217
Minimum38.6
Maximum186.0
Zeros0
Zeros (%)0.0%
Memory size1017.0 KiB
Mini histogram

Quantile statistics

Minimum38.6
5-th percentile50
Q166.5
median80
Q396.8
95-th percentile129.5
Maximum186
Range147.4
Interquartile range (IQR)30.3

Descriptive statistics

Standard deviation24.96306264
Coefficient of variation (CV)0.297920201
Kurtosis1.88255424
Mean83.79110431
Median Absolute Deviation (MAD)19.02525833
Skewness1.07828834
Sum10615830.17
Variance623.1544963
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
68 1427 1.1%
 
81.6 1252 1.0%
 
63.5 1167 0.9%
 
90.7 1123 0.9%
 
77.1 1037 0.8%
 
72.6 798 0.6%
 
59 771 0.6%
 
70 769 0.6%
 
75 757 0.6%
 
80 753 0.6%
 
Other values (3626) 116840 89.8%
 
(Missing) 3463 2.7%
 
ValueCountFrequency (%) 
38.6 663 0.5%
 
38.7 9 < 0.1%
 
38.8 8 < 0.1%
 
38.9 6 < 0.1%
 
39 46 < 0.1%
 
ValueCountFrequency (%) 
186 634 0.5%
 
185.8 1 < 0.1%
 
185.6 1 < 0.1%
 
185.5 5 < 0.1%
 
185.4 4 < 0.1%
 

Correlations

Missing values

Sample

First rows

ageaidsalbumin_apacheapache_2_diagnosisapache_3j_diagnosisapache_post_operativearf_apachebilirubin_apachebmicirrhosisd1_albumin_maxd1_albumin_mind1_arterial_pco2_maxd1_arterial_pco2_mind1_arterial_ph_maxd1_arterial_ph_mind1_arterial_po2_maxd1_arterial_po2_mind1_bilirubin_maxd1_bilirubin_mind1_bun_maxd1_bun_mind1_calcium_maxd1_calcium_mind1_diasbp_invasive_maxd1_diasbp_invasive_mind1_diasbp_maxd1_diasbp_mind1_diasbp_noninvasive_maxd1_diasbp_noninvasive_mind1_glucose_maxd1_hco3_maxd1_hco3_mind1_heartrate_maxd1_heartrate_mind1_hemaglobin_maxd1_hemaglobin_mind1_hematocrit_maxd1_hematocrit_mind1_inr_maxd1_inr_mind1_mbp_maxd1_mbp_mind1_mbp_noninvasive_maxd1_mbp_noninvasive_mind1_pao2fio2ratio_maxd1_pao2fio2ratio_mind1_platelets_maxd1_platelets_mind1_potassium_maxd1_potassium_mind1_resprate_maxd1_resprate_mind1_sodium_maxd1_sodium_mind1_spo2_maxd1_spo2_mind1_sysbp_invasive_maxd1_sysbp_invasive_mind1_sysbp_maxd1_sysbp_mind1_sysbp_noninvasive_maxd1_sysbp_noninvasive_mind1_temp_maxd1_temp_mind1_wbc_maxd1_wbc_mindiabetes_mellituselective_surgeryencounter_idethnicitygcs_eyes_apachegcs_motor_apachegcs_unable_apachegcs_verbal_apachegenderh1_arterial_pco2_maxh1_arterial_pco2_minh1_arterial_ph_maxh1_arterial_ph_minh1_arterial_po2_maxh1_arterial_po2_minh1_bun_maxh1_bun_minh1_calcium_maxh1_calcium_minh1_creatinine_maxh1_creatinine_minh1_diasbp_maxh1_diasbp_minh1_diasbp_noninvasive_maxh1_diasbp_noninvasive_minh1_glucose_maxh1_glucose_minh1_hco3_maxh1_hco3_minh1_heartrate_maxh1_heartrate_minh1_hemaglobin_maxh1_hemaglobin_minh1_hematocrit_maxh1_hematocrit_minh1_inr_maxh1_inr_minh1_mbp_maxh1_mbp_minh1_mbp_noninvasive_maxh1_mbp_noninvasive_minh1_pao2fio2ratio_maxh1_pao2fio2ratio_minh1_platelets_maxh1_platelets_minh1_potassium_maxh1_potassium_minh1_resprate_maxh1_resprate_minh1_sodium_maxh1_sodium_minh1_spo2_maxh1_spo2_minh1_sysbp_maxh1_sysbp_minh1_sysbp_noninvasive_maxh1_sysbp_noninvasive_minh1_temp_maxh1_temp_minh1_wbc_maxh1_wbc_minheart_rate_apacheheighthematocrit_apachehepatic_failurehospital_admit_sourcehospital_idicu_admit_sourceicu_idicu_stay_typeicu_typeimmunosuppressionintubated_apacheleukemialymphomamap_apachepao2_apachepre_icu_los_daysreadmission_statusresprate_apachesodium_apachesolid_tumor_with_metastasistemp_apacheventilated_apachewbc_apacheweight
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